From 104dfdc050d328f165ab54a58e0bf2fe02c3ab76 Mon Sep 17 00:00:00 2001
From: Nicolas Pinchemel <npinchemel@MSI.localdomain>
Date: Tue, 13 Mar 2018 17:37:33 +0100
Subject: [PATCH 1/3] Final commit

---
 RLchallenge | 1 +
 1 file changed, 1 insertion(+)
 create mode 160000 RLchallenge

diff --git a/RLchallenge b/RLchallenge
new file mode 160000
index 0000000..b41764a
--- /dev/null
+++ b/RLchallenge
@@ -0,0 +1 @@
+Subproject commit b41764aeb97e4ca47a397dd1e63d881d50b0e681

From 8a9abad5d1520c979be2ec4fb3097b9274e9f476 Mon Sep 17 00:00:00 2001
From: Nicolas Pinchemel <npinchemel@MSI.localdomain>
Date: Tue, 13 Mar 2018 17:43:32 +0100
Subject: [PATCH 2/3] Final Commot

---
 Pinchemel/FlappyAgent.py                      |     10 +
 Pinchemel/README.md                           |     44 +
 .../__pycache__/FlappyAgent.cpython-36.pyc    |    Bin 0 -> 513 bytes
 Pinchemel/flappy_challenge_notebook_1.ipynb   | 108679 +++++++++++++++
 Pinchemel/model_flappy_best_score.dqf         |    Bin 0 -> 7828288 bytes
 Pinchemel/run.py                              |     28 +
 6 files changed, 108761 insertions(+)
 create mode 100644 Pinchemel/FlappyAgent.py
 create mode 100644 Pinchemel/README.md
 create mode 100644 Pinchemel/__pycache__/FlappyAgent.cpython-36.pyc
 create mode 100644 Pinchemel/flappy_challenge_notebook_1.ipynb
 create mode 100644 Pinchemel/model_flappy_best_score.dqf
 create mode 100644 Pinchemel/run.py

diff --git a/Pinchemel/FlappyAgent.py b/Pinchemel/FlappyAgent.py
new file mode 100644
index 0000000..44206b6
--- /dev/null
+++ b/Pinchemel/FlappyAgent.py
@@ -0,0 +1,10 @@
+
+import numpy as np
+from keras.models import load_model
+
+model = load_model("model_flappy_best_score.dqf")
+
+def FlappyPolicy(state, screen):
+    qval = model.predict(np.array(list(state.values())).reshape(1,8), batch_size=1) 
+
+    return 119 * (np.argmax(qval[0]))
\ No newline at end of file
diff --git a/Pinchemel/README.md b/Pinchemel/README.md
new file mode 100644
index 0000000..9e9f30a
--- /dev/null
+++ b/Pinchemel/README.md
@@ -0,0 +1,44 @@
+# RL challenge
+
+Your challenge is to learn to play [Flappy Bird](https://en.wikipedia.org/wiki/Flappy_Bird)!
+
+Flappybird is a side-scrolling game where the agent must successfully nagivate through gaps between pipes. Only two actions in this game: at each time step, either you click and the bird flaps, or you don't click and gravity plays its role.
+
+There are three levels of difficulty in this challenge:
+- Learn an optimal policy with hand-crafted features
+- Learn an optimal policy with raw variables
+- Learn an optimal policy from pixels.
+
+# Your job
+
+Your job is to:
+<ol>
+<li> fork the project at [https://github.com/SupaeroDataScience/RLchallenge](https://github.com/SupaeroDataScience/RLchallenge) on your own github (yes, you'll need one).
+<li> move the only file there ('run.py') under a directory "YourLastName".
+<li> create 'FlappyPolicy.py' in order to implement the function `FlappyPolicy(state,screen)` used below. You're free to add as many extra files as you need. However, you're not allowed to change 'run.py'.
+<li> add any useful material (comments, text files, analysis, etc.)
+<li> make a pull request on the original repository when you're done.
+</ol>
+
+`FlappyPolicy(state,screen)` takes both the game state and the screen as input. It gives you the choice of what you base your policy on:
+<ul>
+<li> If you use the state variables vector and perform some handcrafted feature engineering, you're playing in the "easy" league. If your agent reaches an average score of 15, you're sure to have a grade of at least 10/20 (possibly more if you implement smart stuff and/or provide a smart discussion).
+<li> If you use the state variables vector without altering it (no feature engineering), you're playing in the "good job" league. If your agent reaches an average score of 15, you're sure to have at least 15/20 (possibly more if you implement smart stuff and/or provide a smart discussion).
+<li> If your agent uses only the raw pixels from the image, you're playing in the "Deepmind" league. If your agent reaches an average score of 15, you're sure to have at the maximum grade (plus possible additional benefits).
+</ul>
+
+# Installation
+
+You will need to install a few things to get started.
+First, you will need PyGame.
+
+```
+pip install pygame
+```
+
+And you will need [PLE (PyGame Learning Environment)](https://github.com/ntasfi/PyGame-Learning-Environment).
+```
+git clone https://github.com/ntasfi/PyGame-Learning-Environment.git
+cd PyGame-Learning-Environment/
+pip install -e .
+```
diff --git a/Pinchemel/__pycache__/FlappyAgent.cpython-36.pyc b/Pinchemel/__pycache__/FlappyAgent.cpython-36.pyc
new file mode 100644
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diff --git a/Pinchemel/flappy_challenge_notebook_1.ipynb b/Pinchemel/flappy_challenge_notebook_1.ipynb
new file mode 100644
index 0000000..7a995d9
--- /dev/null
+++ b/Pinchemel/flappy_challenge_notebook_1.ipynb
@@ -0,0 +1,108679 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from keras.models import Sequential\n",
+    "from keras.layers import Dense, Conv2D, Flatten,Activation, Dropout\n",
+    "\n",
+    "from ple.games.flappybird import FlappyBird\n",
+    "from ple import PLE\n",
+    "import numpy as np\n",
+    "\n",
+    "import math\n",
+    "import random\n",
+    "from random import randint\n",
+    "from collections import deque\n",
+    "\n",
+    "\n",
+    "from keras.models import load_model\n",
+    "from keras import optimizers"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": [
+    "model = Sequential()\n",
+    "opti = optimizers.Adam(lr=0.0001, beta_1=0.9, beta_2=0.999, epsilon=1e-8)\n",
+    "\n",
+    "model.add(Dense(800, kernel_initializer='lecun_uniform', input_shape=(8,)))\n",
+    "model.add(Activation('relu'))\n",
+    "model.add(Dropout(0.2))\n",
+    "model.add(Dense(2, kernel_initializer='lecun_uniform'))\n",
+    "model.add(Activation('linear'))\n",
+    "model.compile(loss='mse', optimizer=opti)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": [
+    "model = load_model(\"model_flappy_800_800_start.dqf\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": [
+    "gamma = .999 # discount factor\n",
+    "epsilon = .05 # epsilon-greddy\n",
+    "epochs  = 50000\n",
+    "\n",
+    "n = 10\n",
+    "\n",
+    "def epsilon(step):\n",
+    "#     if step< .5 * epochs:\n",
+    "#         return 1.-step * 2/epochs\n",
+    "    return .05\n",
+    "#     return 1.\n",
+    "update=0 \n",
+    "experience_replay=True\n",
+    "batchSize = 32# mini batch size\n",
+    "buffer = 1000000\n",
+    "replay = [] # init vector buffer\n",
+    "h=0 # current size of the vector buffer"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": [
+    "player_y_max = 512\n",
+    "\n",
+    "def normalized_state_array(state):\n",
+    "    n_player_y = float(state.get(\"player_y\"))\n",
+    "    n_dist = float(state.get(\"next_pipe_dist_to_player\"))\n",
+    "    n_top = float(state.get(\"next_pipe_top_y\"))\n",
+    "    n_vel = float(state.get(\"player_vel\"))\n",
+    "    \n",
+    "    return np.array([n_player_y, n_dist, n_top, n_vel]).reshape(1,4)\n",
+    "    \n",
+    "def c_reward(state, reward):\n",
+    "    player_y = float(state.get(\"player_y\")) \n",
+    "    dist = float(state.get(\"next_pipe_dist_to_player\"))\n",
+    "    top = float(state.get(\"next_pipe_top_y\"))\n",
+    "    bottom = float(state.get(\"next_pipe_bottom_y\"))\n",
+    "    \n",
+    "    old_player_y = float(old_state.get(\"player_y\")) \n",
+    "    \n",
+    "\n",
+    "    \n",
+    "    if (reward == -5):\n",
+    "        return -50\n",
+    "    elif (reward == 1):\n",
+    "        return 10\n",
+    "    else :\n",
+    "        result = 1\n",
+    "        cone_centre = 0.5 * (top + bottom)        \n",
+    "        if abs(player_y - cone_centre) < 10 and dist < 20: \n",
+    "            result += 2\n",
+    "        return result\n",
+    "#     if player_y > cone_centre :\n",
+    "\n",
+    "#         return result + 0.5 - (player_y - cone_centre) / (player_y_max - cone_centre)\n",
+    "#     else:\n",
+    "#         return result + 0.5 + (player_y - cone_centre) / cone_centre\n",
+    "\n",
+    "#     result = -1\n",
+    "#     if(player_y > top and player_y < bottom):\n",
+    "#         return int( dist > 50 == 'True')\n",
+    "#     else:\n",
+    "#         return -int( dist > 50 == 'False')\n",
+    "\n",
+    "def n_step_update(states, rewards, new_state, new_reward):\n",
+    "    \n",
+    "    update_state = list()\n",
+    "    update_value = 0  \n",
+    "    if (len(states) == 10):\n",
+    "        update_state = states.pop()   \n",
+    "\n",
+    "        for i in range(n):\n",
+    "            update = rewards.pop()\n",
+    "            update_value = update_value + update * gammaR**i\n",
+    "            rewards.appendleft(update)\n",
+    "            \n",
+    "        rem_reward = rewards.pop()\n",
+    "\n",
+    "    if (len(new_state) > 0):\n",
+    "        states.appendleft(new_state)\n",
+    "        rewards.appendleft(new_reward)\n",
+    "    \n",
+    "\n",
+    "    return update_state, update_value\n",
+    "\n",
+    "\n",
+    "\n",
+    "def append_last_state(states, state):\n",
+    "    if (len(states) == 10):\n",
+    "        old_state = states.pop()\n",
+    "    states.appendleft(state)\n",
+    "\n",
+    "def append_last_action(actions, action):\n",
+    "    if (len(actions) == 10):\n",
+    "        old_action = actions.pop()\n",
+    "    actions.appendleft(action)\n",
+    "\n",
+    "    \n",
+    "def n_step_update_terminal_pop(states, rewards):\n",
+    "    \n",
+    "    update_state = states.pop()\n",
+    "#     update_value = sum(rewards)\n",
+    "    update_value = 0\n",
+    "    for i in range(n):\n",
+    "        update = rewards.pop()\n",
+    "        update_value = update_value + update * gammaR**i\n",
+    "        rewards.appendleft(update)\n",
+    "    \n",
+    "    rem_reward = rewards.pop()\n",
+    "    return update_state, update_value\n",
+    "\n",
+    "\n",
+    "def predict_action(model, state):\n",
+    "    qval = model.predict(state, batch_size=batchSize)\n",
+    "    qval_av_action = [-9999]*2\n",
+    "    qval_av_action[0] = qval[0][0]\n",
+    "    qval_av_action[1] = qval[0][1]        \n",
+    "    \n",
+    "    return np.argmax(qval_av_action)\n",
+    "    "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Game  0  pipes =  4\n",
+      "Game  1  pipes =  27\n",
+      "Game  2  pipes =  2\n",
+      "Game  3  pipes =  10\n",
+      "Game  4  pipes =  4\n",
+      "Game  5  pipes =  2\n",
+      "Game  6  pipes =  53\n",
+      "Game  7  pipes =  5\n",
+      "Game  8  pipes =  7\n",
+      "Game  9  pipes =  13\n",
+      "Game  10  pipes =  3\n",
+      "Game  11  pipes =  5\n",
+      "Game  12  pipes =  19\n",
+      "Game  13  pipes =  1\n",
+      "Game  14  pipes =  12\n",
+      "Game  15  pipes =  3\n",
+      "Game  16  pipes =  3\n",
+      "Game  17  pipes =  3\n",
+      "Game  18  pipes =  2\n",
+      "Game  19  pipes =  7\n",
+      "Game  20  pipes =  4\n",
+      "Game  21  pipes =  9\n",
+      "Game  22  pipes =  4\n",
+      "Game  23  pipes =  4\n",
+      "Game  24  pipes =  3\n",
+      "Game  25  pipes =  3\n",
+      "Game  26  pipes =  2\n",
+      "Game  27  pipes =  1\n",
+      "Game  28  pipes =  24\n",
+      "Game  29  pipes =  12\n",
+      "Game  30  pipes =  18\n",
+      "Game  31  pipes =  17\n",
+      "Game  32  pipes =  9\n",
+      "Game  33  pipes =  4\n",
+      "Game  34  pipes =  2\n",
+      "Game  35  pipes =  20\n",
+      "Game  36  pipes =  16\n",
+      "Game  37  pipes =  3\n",
+      "Game  38  pipes =  2\n",
+      "Game  39  pipes =  7\n",
+      "Game  40  pipes =  2\n",
+      "Game  41  pipes =  1\n",
+      "Game  42  pipes =  2\n",
+      "Game  43  pipes =  9\n",
+      "Game  44  pipes =  3\n",
+      "Game  45  pipes =  5\n",
+      "Game  46  pipes =  14\n",
+      "Game  47  pipes =  7\n",
+      "Game  48  pipes =  8\n",
+      "Game  49  pipes =  8\n",
+      "Game  50  pipes =  14\n",
+      "Game  51  pipes =  5\n",
+      "Game  52  pipes =  16\n",
+      "Game  53  pipes =  4\n",
+      "Game  54  pipes =  8\n",
+      "Game  55  pipes =  4\n",
+      "Game  56  pipes =  4\n",
+      "Game  57  pipes =  4\n",
+      "Game  58  pipes =  7\n",
+      "Game  59  pipes =  19\n",
+      "Game  60  pipes =  5\n",
+      "Game  61  pipes =  16\n",
+      "Game  62  pipes =  4\n",
+      "Game  63  pipes =  2\n",
+      "Game  64  pipes =  2\n",
+      "Game  65  pipes =  11\n",
+      "Game  66  pipes =  5\n",
+      "Game  67  pipes =  1\n",
+      "Game  68  pipes =  5\n",
+      "Game  69  pipes =  4\n",
+      "Game  70  pipes =  1\n",
+      "Game  71  pipes =  9\n",
+      "Game  72  pipes =  12\n",
+      "Game  73  pipes =  1\n",
+      "Game  74  pipes =  10\n",
+      "Game  75  pipes =  3\n",
+      "Game  76  pipes =  13\n",
+      "Game  77  pipes =  5\n",
+      "Game  78  pipes =  7\n",
+      "Game  79  pipes =  2\n",
+      "Game  80  pipes =  13\n",
+      "Game  81  pipes =  43\n",
+      "Game  82  pipes =  7\n",
+      "Game  83  pipes =  8\n",
+      "Game  84  pipes =  46\n",
+      "Game  85  pipes =  2\n",
+      "Game  86  pipes =  2\n",
+      "Game  87  pipes =  8\n",
+      "Game  88  pipes =  8\n",
+      "Game  89  pipes =  7\n",
+      "Game  90  pipes =  2\n",
+      "Game  91  pipes =  5\n",
+      "Game  92  pipes =  1\n",
+      "Game  93  pipes =  11\n",
+      "Game  94  pipes =  7\n",
+      "Game  95  pipes =  5\n",
+      "Game  96  pipes =  1\n",
+      "Game  97  pipes =  4\n",
+      "Game  98  pipes =  13\n",
+      "Game  99  pipes =  17\n",
+      "Game  100  pipes =  1\n",
+      "Game  101  pipes =  1\n",
+      "Game  102  pipes =  7\n",
+      "Game  103  pipes =  1\n",
+      "Game  104  pipes =  26\n",
+      "Game  105  pipes =  3\n",
+      "Game  106  pipes =  2\n",
+      "Game  107  pipes =  14\n",
+      "Game  108  pipes =  2\n",
+      "Game  109  pipes =  1\n",
+      "Game  110  pipes =  22\n",
+      "Game  111  pipes =  10\n",
+      "Game  112  pipes =  4\n",
+      "Game  113  pipes =  9\n",
+      "Game  114  pipes =  9\n",
+      "Game  115  pipes =  4\n",
+      "Game  116  pipes =  1\n",
+      "Game  117  pipes =  58\n",
+      "Game  118  pipes =  10\n",
+      "Game  119  pipes =  2\n",
+      "Game  120  pipes =  1\n",
+      "Game  121  pipes =  11\n",
+      "Game  122  pipes =  10\n",
+      "Game  123  pipes =  5\n",
+      "Game  124  pipes =  1\n",
+      "Game  125  pipes =  5\n",
+      "Game  126  pipes =  1\n",
+      "Game  127  pipes =  10\n",
+      "Game  128  pipes =  2\n",
+      "Game  129  pipes =  8\n",
+      "Game  130  pipes =  17\n",
+      "Game  131  pipes =  1\n",
+      "Game  132  pipes =  7\n",
+      "Game  133  pipes =  2\n",
+      "Game  134  pipes =  4\n",
+      "Game  135  pipes =  15\n",
+      "Game  136  pipes =  2\n",
+      "Game  137  pipes =  2\n",
+      "Game  138  pipes =  5\n",
+      "Game  139  pipes =  4\n",
+      "Game  140  pipes =  14\n",
+      "Game  141  pipes =  1\n",
+      "Game  142  pipes =  2\n",
+      "Game  143  pipes =  11\n",
+      "Game  144  pipes =  6\n",
+      "Game  145  pipes =  3\n",
+      "Game  146  pipes =  4\n",
+      "Game  147  pipes =  2\n",
+      "Game  148  pipes =  2\n",
+      "Game  149  pipes =  2\n",
+      "Game  150  pipes =  8\n",
+      "Game  151  pipes =  16\n",
+      "Game  152  pipes =  6\n",
+      "Game  153  pipes =  1\n",
+      "Game  154  pipes =  4\n",
+      "Game  155  pipes =  23\n",
+      "Game  156  pipes =  6\n",
+      "Game  157  pipes =  1\n",
+      "Game  158  pipes =  12\n",
+      "Game  159  pipes =  19\n",
+      "Game  160  pipes =  3\n",
+      "Game  161  pipes =  7\n",
+      "Game  162  pipes =  1\n",
+      "Game  163  pipes =  1\n",
+      "Game  164  pipes =  14\n",
+      "Game  165  pipes =  3\n",
+      "Game  166  pipes =  14\n",
+      "Game  167  pipes =  7\n",
+      "Game  168  pipes =  32\n",
+      "Game  169  pipes =  1\n",
+      "Game  170  pipes =  13\n",
+      "Game  171  pipes =  1\n",
+      "Game  172  pipes =  4\n",
+      "Game  173  pipes =  3\n",
+      "Game  174  pipes =  10\n",
+      "Game  175  pipes =  12\n",
+      "Game  176  pipes =  6\n",
+      "Game  177  pipes =  10\n",
+      "Game  178  pipes =  11\n",
+      "Game  179  pipes =  1\n",
+      "Game  180  pipes =  2\n",
+      "Game  181  pipes =  3\n",
+      "Game  182  pipes =  5\n",
+      "Game  183  pipes =  4\n",
+      "Game  184  pipes =  19\n",
+      "Game  185  pipes =  1\n",
+      "Game  186  pipes =  7\n",
+      "Game  187  pipes =  2\n",
+      "Game  188  pipes =  3\n",
+      "Game  189  pipes =  5\n",
+      "Game  190  pipes =  8\n",
+      "Game  191  pipes =  9\n",
+      "Game  192  pipes =  4\n",
+      "Game  193  pipes =  17\n",
+      "Game  194  pipes =  2\n",
+      "Game  195  pipes =  8\n",
+      "Game  196  pipes =  1\n",
+      "Game  197  pipes =  17\n",
+      "Game  198  pipes =  1\n",
+      "Game  199  pipes =  1\n",
+      "Game  200  pipes =  11\n",
+      "Game  201  pipes =  5\n",
+      "Game  202  pipes =  10\n",
+      "Game  203  pipes =  12\n",
+      "Game  204  pipes =  7\n",
+      "Game  205  pipes =  2\n",
+      "Game  206  pipes =  13\n",
+      "Game  207  pipes =  4\n",
+      "Game  208  pipes =  8\n",
+      "Game  209  pipes =  15\n",
+      "Game  210  pipes =  2\n",
+      "Game  211  pipes =  13\n",
+      "Game  212  pipes =  1\n",
+      "Game  213  pipes =  22\n",
+      "Game  214  pipes =  9\n",
+      "Game  215  pipes =  7\n",
+      "Game  216  pipes =  1\n",
+      "Game  217  pipes =  3\n",
+      "Game  218  pipes =  14\n",
+      "Game  219  pipes =  1\n",
+      "Game  220  pipes =  2\n",
+      "Game  221  pipes =  12\n",
+      "Game  222  pipes =  1\n",
+      "Game  223  pipes =  1\n",
+      "Game  224  pipes =  10\n",
+      "Game  225  pipes =  1\n",
+      "Game  226  pipes =  1\n",
+      "Game  227  pipes =  1\n",
+      "Game  228  pipes =  2\n",
+      "Game  229  pipes =  11\n",
+      "Game  230  pipes =  35\n",
+      "Game  231  pipes =  12\n",
+      "Game  232  pipes =  7\n",
+      "Game  233  pipes =  10\n",
+      "Game  234  pipes =  1\n",
+      "Game  235  pipes =  11\n",
+      "Game  236  pipes =  8\n",
+      "Game  237  pipes =  3\n",
+      "Game  238  pipes =  8\n",
+      "Game  239  pipes =  23\n",
+      "Game  240  pipes =  4\n",
+      "Game  241  pipes =  6\n",
+      "Game  242  pipes =  1\n",
+      "Game  243  pipes =  2\n",
+      "Game  244  pipes =  9\n",
+      "Game  245  pipes =  8\n",
+      "Game  246  pipes =  15\n",
+      "Game  247  pipes =  1\n",
+      "Game  248  pipes =  4\n",
+      "Game  249  pipes =  6\n",
+      "Game  250  pipes =  8\n",
+      "Game  251  pipes =  1\n",
+      "Game  252  pipes =  3\n",
+      "Game  253  pipes =  1\n",
+      "Game  254  pipes =  1\n",
+      "Game  255  pipes =  17\n",
+      "Game  256  pipes =  5\n",
+      "Game  257  pipes =  2\n",
+      "Game  258  pipes =  12\n",
+      "Game  259  pipes =  5\n",
+      "Game  260  pipes =  5\n",
+      "Game  261  pipes =  1\n",
+      "Game  262  pipes =  14\n",
+      "Game  263  pipes =  4\n",
+      "Game  264  pipes =  5\n",
+      "Game  265  pipes =  3\n",
+      "Game  266  pipes =  10\n",
+      "Game  267  pipes =  7\n",
+      "Game  268  pipes =  1\n",
+      "Game  269  pipes =  1\n",
+      "Game  270  pipes =  4\n",
+      "Game  271  pipes =  11\n",
+      "Game  272  pipes =  11\n",
+      "Game  273  pipes =  1\n",
+      "Game  274  pipes =  10\n",
+      "Game  275  pipes =  5\n",
+      "Game  276  pipes =  5\n",
+      "Game  277  pipes =  8\n",
+      "Game  278  pipes =  6\n",
+      "Game  279  pipes =  7\n",
+      "Game  280  pipes =  8\n",
+      "Game  281  pipes =  4\n",
+      "Game  282  pipes =  1\n",
+      "Game  283  pipes =  1\n",
+      "Game  284  pipes =  14\n",
+      "Game  285  pipes =  38\n",
+      "Game  286  pipes =  2\n",
+      "Game  287  pipes =  1\n",
+      "Game  288  pipes =  1\n",
+      "Game  289  pipes =  6\n",
+      "Game  290  pipes =  5\n",
+      "Game  291  pipes =  7\n",
+      "Game  292  pipes =  7\n",
+      "Game  293  pipes =  5\n",
+      "Game  294  pipes =  4\n",
+      "Game  295  pipes =  1\n",
+      "Game  296  pipes =  5\n",
+      "Game  297  pipes =  12\n",
+      "Game  298  pipes =  4\n",
+      "Game  299  pipes =  6\n",
+      "Game  300  pipes =  5\n",
+      "Game  301  pipes =  2\n",
+      "Game  302  pipes =  14\n",
+      "Game  303  pipes =  4\n",
+      "Game  304  pipes =  2\n",
+      "Game  305  pipes =  1\n",
+      "Game  306  pipes =  4\n",
+      "Game  307  pipes =  7\n",
+      "Game  308  pipes =  17\n",
+      "Game  309  pipes =  28\n",
+      "Game  310  pipes =  2\n",
+      "Game  311  pipes =  10\n",
+      "Game  312  pipes =  1\n",
+      "Game  313  pipes =  3\n",
+      "Game  314  pipes =  7\n",
+      "Game  315  pipes =  18\n",
+      "Game  316  pipes =  2\n",
+      "Game  317  pipes =  8\n",
+      "Game  318  pipes =  29\n",
+      "Game  319  pipes =  8\n",
+      "Game  320  pipes =  1\n",
+      "Game  321  pipes =  2\n",
+      "Game  322  pipes =  11\n",
+      "Game  323  pipes =  6\n",
+      "Game  324  pipes =  4\n",
+      "Game  325  pipes =  4\n",
+      "Game  326  pipes =  19\n",
+      "Game  327  pipes =  2\n",
+      "Game  328  pipes =  10\n",
+      "Game  329  pipes =  6\n",
+      "Game  330  pipes =  1\n",
+      "Game  331  pipes =  4\n",
+      "Game  332  pipes =  24\n",
+      "Game  333  pipes =  25\n",
+      "Game  334  pipes =  14\n",
+      "Game  335  pipes =  6\n",
+      "Game  336  pipes =  7\n",
+      "Game  337  pipes =  2\n",
+      "Game  338  pipes =  7\n",
+      "Game  339  pipes =  4\n",
+      "Game  340  pipes =  2\n",
+      "Game  341  pipes =  2\n",
+      "Game  342  pipes =  8\n",
+      "Game  343  pipes =  3\n",
+      "Game  344  pipes =  10\n",
+      "Game  345  pipes =  1\n",
+      "Game  346  pipes =  4\n",
+      "Game  347  pipes =  2\n",
+      "Game  348  pipes =  5\n",
+      "Game  349  pipes =  8\n",
+      "Game  350  pipes =  4\n",
+      "Game  351  pipes =  4\n",
+      "Game  352  pipes =  2\n",
+      "Game  353  pipes =  8\n",
+      "Game  354  pipes =  1\n",
+      "Game  355  pipes =  12\n",
+      "Game  356  pipes =  15\n",
+      "Game  357  pipes =  4\n",
+      "Game  358  pipes =  3\n",
+      "Game  359  pipes =  4\n",
+      "Game  360  pipes =  14\n",
+      "Game  361  pipes =  11\n",
+      "Game  362  pipes =  1\n",
+      "Game  363  pipes =  11\n",
+      "Game  364  pipes =  2\n",
+      "Game  365  pipes =  8\n",
+      "Game  366  pipes =  1\n",
+      "Game  367  pipes =  20\n",
+      "Game  368  pipes =  5\n",
+      "Game  369  pipes =  2\n",
+      "Game  370  pipes =  12\n",
+      "Game  371  pipes =  1\n",
+      "Game  372  pipes =  1\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Game  373  pipes =  1\n",
+      "Game  374  pipes =  8\n",
+      "Game  375  pipes =  1\n",
+      "Game  376  pipes =  4\n",
+      "Game  377  pipes =  6\n",
+      "Game  378  pipes =  8\n",
+      "Game  379  pipes =  8\n",
+      "Game  380  pipes =  2\n",
+      "Game  381  pipes =  2\n",
+      "Game  382  pipes =  7\n",
+      "Game  383  pipes =  10\n",
+      "Game  384  pipes =  1\n",
+      "Game  385  pipes =  14\n",
+      "Game  386  pipes =  1\n",
+      "Game  387  pipes =  7\n",
+      "Game  388  pipes =  2\n",
+      "Game  389  pipes =  2\n",
+      "Game  390  pipes =  1\n",
+      "Game  391  pipes =  2\n",
+      "Game  392  pipes =  8\n",
+      "Game  393  pipes =  8\n",
+      "Game  394  pipes =  4\n",
+      "Game  395  pipes =  9\n",
+      "Game  396  pipes =  1\n",
+      "Game  397  pipes =  1\n",
+      "Game  398  pipes =  17\n",
+      "Game  399  pipes =  8\n",
+      "Game  400  pipes =  2\n",
+      "Game  401  pipes =  1\n",
+      "Game  402  pipes =  2\n",
+      "Game  403  pipes =  14\n",
+      "Game  404  pipes =  11\n",
+      "Game  405  pipes =  2\n",
+      "Game  406  pipes =  2\n",
+      "Game  407  pipes =  7\n",
+      "Game  408  pipes =  5\n",
+      "Game  409  pipes =  2\n",
+      "Game  410  pipes =  11\n",
+      "Game  411  pipes =  3\n",
+      "Game  412  pipes =  11\n",
+      "Game  413  pipes =  1\n",
+      "Game  414  pipes =  6\n",
+      "Game  415  pipes =  7\n",
+      "Game  416  pipes =  5\n",
+      "Game  417  pipes =  1\n",
+      "Game  418  pipes =  2\n",
+      "Game  419  pipes =  8\n",
+      "Game  420  pipes =  1\n",
+      "Game  421  pipes =  2\n",
+      "Game  422  pipes =  2\n",
+      "Game  423  pipes =  3\n",
+      "Game  424  pipes =  2\n",
+      "Game  425  pipes =  5\n",
+      "Game  426  pipes =  1\n",
+      "Game  427  pipes =  4\n",
+      "Game  428  pipes =  3\n",
+      "Game  429  pipes =  7\n",
+      "Game  430  pipes =  2\n",
+      "Game  431  pipes =  1\n",
+      "Game  432  pipes =  2\n",
+      "Game  433  pipes =  10\n",
+      "Game  434  pipes =  1\n",
+      "Game  435  pipes =  2\n",
+      "Game  436  pipes =  1\n",
+      "Game  437  pipes =  8\n",
+      "Game  438  pipes =  2\n",
+      "Game  439  pipes =  5\n",
+      "Game  440  pipes =  2\n",
+      "Game  441  pipes =  11\n",
+      "Game  442  pipes =  2\n",
+      "Game  443  pipes =  2\n",
+      "Game  444  pipes =  1\n",
+      "Game  445  pipes =  6\n",
+      "Game  446  pipes =  2\n",
+      "Game  447  pipes =  11\n",
+      "Game  448  pipes =  1\n",
+      "Game  449  pipes =  1\n",
+      "Game  450  pipes =  2\n",
+      "Game  451  pipes =  5\n",
+      "Game  452  pipes =  4\n",
+      "Game  453  pipes =  2\n",
+      "Game  454  pipes =  2\n",
+      "Game  455  pipes =  3\n",
+      "Game  456  pipes =  4\n",
+      "Game  457  pipes =  2\n",
+      "Game  458  pipes =  8\n",
+      "Game  459  pipes =  4\n",
+      "Game  460  pipes =  1\n",
+      "Game  461  pipes =  15\n",
+      "Game  462  pipes =  7\n",
+      "Game  463  pipes =  0\n",
+      "Game  464  pipes =  4\n",
+      "Game  465  pipes =  9\n",
+      "Game  466  pipes =  2\n",
+      "Game  467  pipes =  3\n",
+      "Game  468  pipes =  7\n",
+      "Game  469  pipes =  5\n",
+      "Game  470  pipes =  1\n",
+      "Game  471  pipes =  1\n",
+      "Game  472  pipes =  1\n",
+      "Game  473  pipes =  1\n",
+      "Game  474  pipes =  1\n",
+      "Game  475  pipes =  0\n",
+      "Game  476  pipes =  1\n",
+      "Game  477  pipes =  2\n",
+      "Game  478  pipes =  5\n",
+      "Game  479  pipes =  0\n",
+      "Game  480  pipes =  0\n",
+      "Game  481  pipes =  1\n",
+      "Game  482  pipes =  2\n",
+      "Game  483  pipes =  6\n",
+      "Game  484  pipes =  0\n",
+      "Game  485  pipes =  2\n",
+      "Game  486  pipes =  0\n",
+      "Game  487  pipes =  0\n",
+      "Game  488  pipes =  10\n",
+      "Game  489  pipes =  2\n",
+      "Game  490  pipes =  1\n",
+      "Game  491  pipes =  2\n",
+      "Game  492  pipes =  2\n",
+      "Game  493  pipes =  0\n",
+      "Game  494  pipes =  1\n",
+      "Game  495  pipes =  1\n",
+      "Game  496  pipes =  0\n",
+      "Game  497  pipes =  2\n",
+      "Game  498  pipes =  2\n",
+      "Game  499  pipes =  4\n",
+      "Game  500  pipes =  2\n",
+      "Game  501  pipes =  8\n",
+      "Game  502  pipes =  1\n",
+      "Game  503  pipes =  1\n",
+      "Game  504  pipes =  14\n",
+      "Game  505  pipes =  5\n",
+      "Game  506  pipes =  1\n",
+      "Game  507  pipes =  8\n",
+      "Game  508  pipes =  2\n",
+      "Game  509  pipes =  5\n",
+      "Game  510  pipes =  1\n",
+      "Game  511  pipes =  1\n",
+      "Game  512  pipes =  5\n",
+      "Game  513  pipes =  2\n",
+      "Game  514  pipes =  5\n",
+      "Game  515  pipes =  6\n",
+      "Game  516  pipes =  16\n",
+      "Game  517  pipes =  10\n",
+      "Game  518  pipes =  2\n",
+      "Game  519  pipes =  7\n",
+      "Game  520  pipes =  4\n",
+      "Game  521  pipes =  8\n",
+      "Game  522  pipes =  5\n",
+      "Game  523  pipes =  5\n",
+      "Game  524  pipes =  4\n",
+      "Game  525  pipes =  11\n",
+      "Game  526  pipes =  5\n",
+      "Game  527  pipes =  1\n",
+      "Game  528  pipes =  8\n",
+      "Game  529  pipes =  5\n",
+      "Game  530  pipes =  11\n",
+      "Game  531  pipes =  1\n",
+      "Game  532  pipes =  2\n",
+      "Game  533  pipes =  1\n",
+      "Game  534  pipes =  2\n",
+      "Game  535  pipes =  2\n",
+      "Game  536  pipes =  2\n",
+      "Game  537  pipes =  8\n",
+      "Game  538  pipes =  8\n",
+      "Game  539  pipes =  2\n",
+      "Game  540  pipes =  3\n",
+      "Game  541  pipes =  4\n",
+      "Game  542  pipes =  2\n",
+      "Game  543  pipes =  2\n",
+      "Game  544  pipes =  4\n",
+      "Game  545  pipes =  7\n",
+      "Game  546  pipes =  1\n",
+      "Game  547  pipes =  3\n",
+      "Game  548  pipes =  1\n",
+      "Game  549  pipes =  2\n",
+      "Game  550  pipes =  14\n",
+      "Game  551  pipes =  1\n",
+      "Game  552  pipes =  1\n",
+      "Game  553  pipes =  2\n",
+      "Game  554  pipes =  2\n",
+      "Game  555  pipes =  1\n",
+      "Game  556  pipes =  1\n",
+      "Game  557  pipes =  1\n",
+      "Game  558  pipes =  2\n",
+      "Game  559  pipes =  3\n",
+      "Game  560  pipes =  3\n",
+      "Game  561  pipes =  8\n",
+      "Game  562  pipes =  5\n",
+      "Game  563  pipes =  1\n",
+      "Game  564  pipes =  2\n",
+      "Game  565  pipes =  6\n",
+      "Game  566  pipes =  4\n",
+      "Game  567  pipes =  1\n",
+      "Game  568  pipes =  1\n",
+      "Game  569  pipes =  3\n",
+      "Game  570  pipes =  1\n",
+      "Game  571  pipes =  1\n",
+      "Game  572  pipes =  5\n",
+      "Game  573  pipes =  10\n",
+      "Game  574  pipes =  2\n",
+      "Game  575  pipes =  1\n",
+      "Game  576  pipes =  5\n",
+      "Game  577  pipes =  3\n",
+      "Game  578  pipes =  1\n",
+      "Game  579  pipes =  2\n",
+      "Game  580  pipes =  4\n",
+      "Game  581  pipes =  11\n",
+      "Game  582  pipes =  2\n",
+      "Game  583  pipes =  1\n",
+      "Game  584  pipes =  17\n",
+      "Game  585  pipes =  7\n",
+      "Game  586  pipes =  3\n",
+      "Game  587  pipes =  6\n",
+      "Game  588  pipes =  5\n",
+      "Game  589  pipes =  1\n",
+      "Game  590  pipes =  6\n",
+      "Game  591  pipes =  4\n",
+      "Game  592  pipes =  4\n",
+      "Game  593  pipes =  1\n",
+      "Game  594  pipes =  5\n",
+      "Game  595  pipes =  4\n",
+      "Game  596  pipes =  2\n",
+      "Game  597  pipes =  1\n",
+      "Game  598  pipes =  4\n",
+      "Game  599  pipes =  2\n",
+      "Game  600  pipes =  2\n",
+      "Game  601  pipes =  2\n",
+      "Game  602  pipes =  2\n",
+      "Game  603  pipes =  1\n",
+      "Game  604  pipes =  2\n",
+      "Game  605  pipes =  1\n",
+      "Game  606  pipes =  3\n",
+      "Game  607  pipes =  5\n",
+      "Game  608  pipes =  5\n",
+      "Game  609  pipes =  5\n",
+      "Game  610  pipes =  8\n",
+      "Game  611  pipes =  2\n",
+      "Game  612  pipes =  9\n",
+      "Game  613  pipes =  3\n",
+      "Game  614  pipes =  7\n",
+      "Game  615  pipes =  2\n",
+      "Game  616  pipes =  1\n",
+      "Game  617  pipes =  1\n",
+      "Game  618  pipes =  14\n",
+      "Game  619  pipes =  10\n",
+      "Game  620  pipes =  8\n",
+      "Game  621  pipes =  1\n",
+      "Game  622  pipes =  9\n",
+      "Game  623  pipes =  2\n",
+      "Game  624  pipes =  1\n",
+      "Game  625  pipes =  3\n",
+      "Game  626  pipes =  4\n",
+      "Game  627  pipes =  1\n",
+      "Game  628  pipes =  9\n",
+      "Game  629  pipes =  2\n",
+      "Game  630  pipes =  5\n",
+      "Game  631  pipes =  1\n",
+      "Game  632  pipes =  3\n",
+      "Game  633  pipes =  1\n",
+      "Game  634  pipes =  12\n",
+      "Game  635  pipes =  1\n",
+      "Game  636  pipes =  2\n",
+      "Game  637  pipes =  2\n",
+      "Game  638  pipes =  4\n",
+      "Game  639  pipes =  3\n",
+      "Game  640  pipes =  6\n",
+      "Game  641  pipes =  1\n",
+      "Game  642  pipes =  5\n",
+      "Game  643  pipes =  5\n",
+      "Game  644  pipes =  2\n",
+      "Game  645  pipes =  6\n",
+      "Game  646  pipes =  0\n",
+      "Game  647  pipes =  7\n",
+      "Game  648  pipes =  4\n",
+      "Game  649  pipes =  4\n",
+      "Game  650  pipes =  18\n",
+      "Game  651  pipes =  8\n",
+      "Game  652  pipes =  5\n",
+      "Game  653  pipes =  1\n",
+      "Game  654  pipes =  4\n",
+      "Game  655  pipes =  2\n",
+      "Game  656  pipes =  14\n",
+      "Game  657  pipes =  2\n",
+      "Game  658  pipes =  2\n",
+      "Game  659  pipes =  8\n",
+      "Game  660  pipes =  3\n",
+      "Game  661  pipes =  2\n",
+      "Game  662  pipes =  4\n",
+      "Game  663  pipes =  4\n",
+      "Game  664  pipes =  1\n",
+      "Game  665  pipes =  6\n",
+      "Game  666  pipes =  3\n",
+      "Game  667  pipes =  3\n",
+      "Game  668  pipes =  1\n",
+      "Game  669  pipes =  2\n",
+      "Game  670  pipes =  1\n",
+      "Game  671  pipes =  2\n",
+      "Game  672  pipes =  3\n",
+      "Game  673  pipes =  1\n",
+      "Game  674  pipes =  3\n",
+      "Game  675  pipes =  4\n",
+      "Game  676  pipes =  4\n",
+      "Game  677  pipes =  4\n",
+      "Game  678  pipes =  1\n",
+      "Game  679  pipes =  3\n",
+      "Game  680  pipes =  1\n",
+      "Game  681  pipes =  1\n",
+      "Game  682  pipes =  1\n",
+      "Game  683  pipes =  3\n",
+      "Game  684  pipes =  1\n",
+      "Game  685  pipes =  1\n",
+      "Game  686  pipes =  1\n",
+      "Game  687  pipes =  2\n",
+      "Game  688  pipes =  1\n",
+      "Game  689  pipes =  1\n",
+      "Game  690  pipes =  1\n",
+      "Game  691  pipes =  1\n",
+      "Game  692  pipes =  2\n",
+      "Game  693  pipes =  2\n",
+      "Game  694  pipes =  3\n",
+      "Game  695  pipes =  1\n",
+      "Game  696  pipes =  2\n",
+      "Game  697  pipes =  1\n",
+      "Game  698  pipes =  2\n",
+      "Game  699  pipes =  4\n",
+      "Game  700  pipes =  1\n",
+      "Game  701  pipes =  3\n",
+      "Game  702  pipes =  2\n",
+      "Game  703  pipes =  4\n",
+      "Game  704  pipes =  3\n",
+      "Game  705  pipes =  2\n",
+      "Game  706  pipes =  2\n",
+      "Game  707  pipes =  3\n",
+      "Game  708  pipes =  5\n",
+      "Game  709  pipes =  3\n",
+      "Game  710  pipes =  5\n",
+      "Game  711  pipes =  13\n",
+      "Game  712  pipes =  3\n",
+      "Game  713  pipes =  7\n",
+      "Game  714  pipes =  5\n",
+      "Game  715  pipes =  1\n",
+      "Game  716  pipes =  5\n",
+      "Game  717  pipes =  1\n",
+      "Game  718  pipes =  1\n",
+      "Game  719  pipes =  1\n",
+      "Game  720  pipes =  2\n",
+      "Game  721  pipes =  2\n",
+      "Game  722  pipes =  4\n",
+      "Game  723  pipes =  2\n",
+      "Game  724  pipes =  1\n",
+      "Game  725  pipes =  4\n",
+      "Game  726  pipes =  2\n",
+      "Game  727  pipes =  4\n",
+      "Game  728  pipes =  3\n",
+      "Game  729  pipes =  1\n",
+      "Game  730  pipes =  8\n",
+      "Game  731  pipes =  1\n",
+      "Game  732  pipes =  3\n",
+      "Game  733  pipes =  3\n",
+      "Game  734  pipes =  2\n",
+      "Game  735  pipes =  4\n",
+      "Game  736  pipes =  2\n",
+      "Game  737  pipes =  6\n",
+      "Game  738  pipes =  2\n",
+      "Game  739  pipes =  10\n",
+      "Game  740  pipes =  1\n",
+      "Game  741  pipes =  10\n",
+      "Game  742  pipes =  1\n",
+      "Game  743  pipes =  4\n",
+      "Game  744  pipes =  5\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Game  745  pipes =  5\n",
+      "Game  746  pipes =  2\n",
+      "Game  747  pipes =  1\n",
+      "Game  748  pipes =  1\n",
+      "Game  749  pipes =  1\n",
+      "Game  750  pipes =  1\n",
+      "Game  751  pipes =  1\n",
+      "Game  752  pipes =  1\n",
+      "Game  753  pipes =  4\n",
+      "Game  754  pipes =  2\n",
+      "Game  755  pipes =  1\n",
+      "Game  756  pipes =  1\n",
+      "Game  757  pipes =  4\n",
+      "Game  758  pipes =  3\n",
+      "Game  759  pipes =  8\n",
+      "Game  760  pipes =  2\n",
+      "Game  761  pipes =  1\n",
+      "Game  762  pipes =  1\n",
+      "Game  763  pipes =  2\n",
+      "Game  764  pipes =  6\n",
+      "Game  765  pipes =  3\n",
+      "Game  766  pipes =  1\n",
+      "Game  767  pipes =  1\n",
+      "Game  768  pipes =  7\n",
+      "Game  769  pipes =  2\n",
+      "Game  770  pipes =  1\n",
+      "Game  771  pipes =  2\n",
+      "Game  772  pipes =  5\n",
+      "Game  773  pipes =  1\n",
+      "Game  774  pipes =  2\n",
+      "Game  775  pipes =  2\n",
+      "Game  776  pipes =  2\n",
+      "Game  777  pipes =  2\n",
+      "Game  778  pipes =  1\n",
+      "Game  779  pipes =  4\n",
+      "Game  780  pipes =  1\n",
+      "Game  781  pipes =  1\n",
+      "Game  782  pipes =  3\n",
+      "Game  783  pipes =  1\n",
+      "Game  784  pipes =  1\n",
+      "Game  785  pipes =  1\n",
+      "Game  786  pipes =  4\n",
+      "Game  787  pipes =  1\n",
+      "Game  788  pipes =  3\n",
+      "Game  789  pipes =  1\n",
+      "Game  790  pipes =  5\n",
+      "Game  791  pipes =  2\n",
+      "Game  792  pipes =  1\n",
+      "Game  793  pipes =  1\n",
+      "Game  794  pipes =  1\n",
+      "Game  795  pipes =  5\n",
+      "Game  796  pipes =  2\n",
+      "Game  797  pipes =  3\n",
+      "Game  798  pipes =  1\n",
+      "Game  799  pipes =  1\n",
+      "Game  800  pipes =  2\n",
+      "Game  801  pipes =  3\n",
+      "Game  802  pipes =  2\n",
+      "Game  803  pipes =  3\n",
+      "Game  804  pipes =  5\n",
+      "Game  805  pipes =  1\n",
+      "Game  806  pipes =  5\n",
+      "Game  807  pipes =  2\n",
+      "Game  808  pipes =  1\n",
+      "Game  809  pipes =  4\n",
+      "Game  810  pipes =  5\n",
+      "Game  811  pipes =  3\n",
+      "Game  812  pipes =  6\n",
+      "Game  813  pipes =  1\n",
+      "Game  814  pipes =  4\n",
+      "Game  815  pipes =  1\n",
+      "Game  816  pipes =  1\n",
+      "Game  817  pipes =  2\n",
+      "Game  818  pipes =  1\n",
+      "Game  819  pipes =  2\n",
+      "Game  820  pipes =  1\n",
+      "Game  821  pipes =  1\n",
+      "Game  822  pipes =  3\n",
+      "Game  823  pipes =  1\n",
+      "Game  824  pipes =  1\n",
+      "Game  825  pipes =  1\n",
+      "Game  826  pipes =  2\n",
+      "Game  827  pipes =  1\n",
+      "Game  828  pipes =  4\n",
+      "Game  829  pipes =  3\n",
+      "Game  830  pipes =  2\n",
+      "Game  831  pipes =  2\n",
+      "Game  832  pipes =  2\n",
+      "Game  833  pipes =  2\n",
+      "Game  834  pipes =  1\n",
+      "Game  835  pipes =  2\n",
+      "Game  836  pipes =  2\n",
+      "Game  837  pipes =  1\n",
+      "Game  838  pipes =  1\n",
+      "Game  839  pipes =  4\n",
+      "Game  840  pipes =  7\n",
+      "Game  841  pipes =  1\n",
+      "Game  842  pipes =  1\n",
+      "Game  843  pipes =  5\n",
+      "Game  844  pipes =  1\n",
+      "Game  845  pipes =  1\n",
+      "Game  846  pipes =  3\n",
+      "Game  847  pipes =  1\n",
+      "Game  848  pipes =  4\n",
+      "Game  849  pipes =  1\n",
+      "Game  850  pipes =  10\n",
+      "Game  851  pipes =  5\n",
+      "Game  852  pipes =  3\n",
+      "Game  853  pipes =  1\n",
+      "Game  854  pipes =  4\n",
+      "Game  855  pipes =  2\n",
+      "Game  856  pipes =  1\n",
+      "Game  857  pipes =  6\n",
+      "Game  858  pipes =  1\n",
+      "Game  859  pipes =  3\n",
+      "Game  860  pipes =  10\n",
+      "Game  861  pipes =  1\n",
+      "Game  862  pipes =  5\n",
+      "Game  863  pipes =  6\n",
+      "Game  864  pipes =  1\n",
+      "Game  865  pipes =  2\n",
+      "Game  866  pipes =  3\n",
+      "Game  867  pipes =  1\n",
+      "Game  868  pipes =  1\n",
+      "Game  869  pipes =  12\n",
+      "Game  870  pipes =  1\n",
+      "Game  871  pipes =  4\n",
+      "Game  872  pipes =  2\n",
+      "Game  873  pipes =  9\n",
+      "Game  874  pipes =  8\n",
+      "Game  875  pipes =  1\n",
+      "Game  876  pipes =  4\n",
+      "Game  877  pipes =  10\n",
+      "Game  878  pipes =  23\n",
+      "Game  879  pipes =  12\n",
+      "Game  880  pipes =  2\n",
+      "Game  881  pipes =  4\n",
+      "Game  882  pipes =  2\n",
+      "Game  883  pipes =  6\n",
+      "Game  884  pipes =  11\n",
+      "Game  885  pipes =  3\n",
+      "Game  886  pipes =  14\n",
+      "Game  887  pipes =  2\n",
+      "Game  888  pipes =  3\n",
+      "Game  889  pipes =  1\n",
+      "Game  890  pipes =  1\n",
+      "Game  891  pipes =  22\n",
+      "Game  892  pipes =  3\n",
+      "Game  893  pipes =  3\n",
+      "Game  894  pipes =  2\n",
+      "Game  895  pipes =  4\n",
+      "Game  896  pipes =  11\n",
+      "Game  897  pipes =  4\n",
+      "Game  898  pipes =  5\n",
+      "Game  899  pipes =  5\n",
+      "Game  900  pipes =  31\n",
+      "Game  901  pipes =  1\n",
+      "Game  902  pipes =  1\n",
+      "Game  903  pipes =  1\n",
+      "Game  904  pipes =  7\n",
+      "Game  905  pipes =  5\n",
+      "Game  906  pipes =  8\n",
+      "Game  907  pipes =  6\n",
+      "Game  908  pipes =  1\n",
+      "Game  909  pipes =  6\n",
+      "Game  910  pipes =  2\n",
+      "Game  911  pipes =  1\n",
+      "Game  912  pipes =  1\n",
+      "Game  913  pipes =  3\n",
+      "Game  914  pipes =  2\n",
+      "Game  915  pipes =  3\n",
+      "Game  916  pipes =  7\n",
+      "Game  917  pipes =  2\n",
+      "Game  918  pipes =  7\n",
+      "Game  919  pipes =  2\n",
+      "Game  920  pipes =  1\n",
+      "Game  921  pipes =  4\n",
+      "Game  922  pipes =  2\n",
+      "Game  923  pipes =  10\n",
+      "Game  924  pipes =  4\n",
+      "Game  925  pipes =  2\n",
+      "Game  926  pipes =  2\n",
+      "Game  927  pipes =  1\n",
+      "Game  928  pipes =  2\n",
+      "Game  929  pipes =  3\n",
+      "Game  930  pipes =  21\n",
+      "Game  931  pipes =  5\n",
+      "Game  932  pipes =  7\n",
+      "Game  933  pipes =  2\n",
+      "Game  934  pipes =  2\n",
+      "Game  935  pipes =  1\n",
+      "Game  936  pipes =  6\n",
+      "Game  937  pipes =  3\n",
+      "Game  938  pipes =  8\n",
+      "Game  939  pipes =  4\n",
+      "Game  940  pipes =  5\n",
+      "Game  941  pipes =  4\n",
+      "Game  942  pipes =  1\n",
+      "Game  943  pipes =  10\n",
+      "Game  944  pipes =  1\n",
+      "Game  945  pipes =  3\n",
+      "Game  946  pipes =  2\n",
+      "Game  947  pipes =  4\n",
+      "Game  948  pipes =  8\n",
+      "Game  949  pipes =  18\n",
+      "Game  950  pipes =  7\n",
+      "Game  951  pipes =  18\n",
+      "Game  952  pipes =  3\n",
+      "Game  953  pipes =  4\n",
+      "Game  954  pipes =  2\n",
+      "Game  955  pipes =  1\n",
+      "Game  956  pipes =  2\n",
+      "Game  957  pipes =  12\n",
+      "Game  958  pipes =  8\n",
+      "Game  959  pipes =  8\n",
+      "Game  960  pipes =  5\n",
+      "Game  961  pipes =  8\n",
+      "Game  962  pipes =  8\n",
+      "Game  963  pipes =  11\n",
+      "Game  964  pipes =  1\n",
+      "Game  965  pipes =  3\n",
+      "Game  966  pipes =  2\n",
+      "Game  967  pipes =  2\n",
+      "Game  968  pipes =  2\n",
+      "Game  969  pipes =  2\n",
+      "Game  970  pipes =  1\n",
+      "Game  971  pipes =  4\n",
+      "Game  972  pipes =  2\n",
+      "Game  973  pipes =  2\n",
+      "Game  974  pipes =  6\n",
+      "Game  975  pipes =  3\n",
+      "Game  976  pipes =  5\n",
+      "Game  977  pipes =  6\n",
+      "Game  978  pipes =  5\n",
+      "Game  979  pipes =  4\n",
+      "Game  980  pipes =  3\n",
+      "Game  981  pipes =  4\n",
+      "Game  982  pipes =  1\n",
+      "Game  983  pipes =  8\n",
+      "Game  984  pipes =  3\n",
+      "Game  985  pipes =  6\n",
+      "Game  986  pipes =  3\n",
+      "Game  987  pipes =  1\n",
+      "Game  988  pipes =  1\n",
+      "Game  989  pipes =  1\n",
+      "Game  990  pipes =  1\n",
+      "Game  991  pipes =  2\n",
+      "Game  992  pipes =  2\n",
+      "Game  993  pipes =  1\n",
+      "Game  994  pipes =  3\n",
+      "Game  995  pipes =  2\n",
+      "Game  996  pipes =  2\n",
+      "Game  997  pipes =  1\n",
+      "Game  998  pipes =  3\n",
+      "Game  999  pipes =  2\n",
+      "Game  1000  pipes =  2\n",
+      "Game  1001  pipes =  2\n",
+      "Game  1002  pipes =  7\n",
+      "Game  1003  pipes =  2\n",
+      "Game  1004  pipes =  2\n",
+      "Game  1005  pipes =  1\n",
+      "Game  1006  pipes =  1\n",
+      "Game  1007  pipes =  1\n",
+      "Game  1008  pipes =  3\n",
+      "Game  1009  pipes =  3\n",
+      "Game  1010  pipes =  1\n",
+      "Game  1011  pipes =  2\n",
+      "Game  1012  pipes =  1\n",
+      "Game  1013  pipes =  3\n",
+      "Game  1014  pipes =  7\n",
+      "Game  1015  pipes =  2\n",
+      "Game  1016  pipes =  1\n",
+      "Game  1017  pipes =  8\n",
+      "Game  1018  pipes =  1\n",
+      "Game  1019  pipes =  6\n",
+      "Game  1020  pipes =  3\n",
+      "Game  1021  pipes =  1\n",
+      "Game  1022  pipes =  4\n",
+      "Game  1023  pipes =  7\n",
+      "Game  1024  pipes =  2\n",
+      "Game  1025  pipes =  5\n",
+      "Game  1026  pipes =  1\n",
+      "Game  1027  pipes =  1\n",
+      "Game  1028  pipes =  11\n",
+      "Game  1029  pipes =  1\n",
+      "Game  1030  pipes =  2\n",
+      "Game  1031  pipes =  3\n",
+      "Game  1032  pipes =  6\n",
+      "Game  1033  pipes =  7\n",
+      "Game  1034  pipes =  4\n",
+      "Game  1035  pipes =  3\n",
+      "Game  1036  pipes =  6\n",
+      "Game  1037  pipes =  6\n",
+      "Game  1038  pipes =  1\n",
+      "Game  1039  pipes =  1\n",
+      "Game  1040  pipes =  3\n",
+      "Game  1041  pipes =  4\n",
+      "Game  1042  pipes =  1\n",
+      "Game  1043  pipes =  3\n",
+      "Game  1044  pipes =  2\n",
+      "Game  1045  pipes =  1\n",
+      "Game  1046  pipes =  3\n",
+      "Game  1047  pipes =  1\n",
+      "Game  1048  pipes =  2\n",
+      "Game  1049  pipes =  2\n",
+      "Game  1050  pipes =  4\n",
+      "Game  1051  pipes =  1\n",
+      "Game  1052  pipes =  1\n",
+      "Game  1053  pipes =  2\n",
+      "Game  1054  pipes =  1\n",
+      "Game  1055  pipes =  6\n",
+      "Game  1056  pipes =  3\n",
+      "Game  1057  pipes =  0\n",
+      "Game  1058  pipes =  7\n",
+      "Game  1059  pipes =  1\n",
+      "Game  1060  pipes =  2\n",
+      "Game  1061  pipes =  4\n",
+      "Game  1062  pipes =  3\n",
+      "Game  1063  pipes =  3\n",
+      "Game  1064  pipes =  4\n",
+      "Game  1065  pipes =  1\n",
+      "Game  1066  pipes =  2\n",
+      "Game  1067  pipes =  2\n",
+      "Game  1068  pipes =  2\n",
+      "Game  1069  pipes =  1\n",
+      "Game  1070  pipes =  1\n",
+      "Game  1071  pipes =  1\n",
+      "Game  1072  pipes =  5\n",
+      "Game  1073  pipes =  1\n",
+      "Game  1074  pipes =  1\n",
+      "Game  1075  pipes =  2\n",
+      "Game  1076  pipes =  1\n",
+      "Game  1077  pipes =  1\n",
+      "Game  1078  pipes =  2\n",
+      "Game  1079  pipes =  1\n",
+      "Game  1080  pipes =  3\n",
+      "Game  1081  pipes =  1\n",
+      "Game  1082  pipes =  2\n",
+      "Game  1083  pipes =  1\n",
+      "Game  1084  pipes =  1\n",
+      "Game  1085  pipes =  1\n",
+      "Game  1086  pipes =  1\n",
+      "Game  1087  pipes =  2\n",
+      "Game  1088  pipes =  1\n",
+      "Game  1089  pipes =  2\n",
+      "Game  1090  pipes =  4\n",
+      "Game  1091  pipes =  1\n",
+      "Game  1092  pipes =  1\n",
+      "Game  1093  pipes =  1\n",
+      "Game  1094  pipes =  1\n",
+      "Game  1095  pipes =  1\n",
+      "Game  1096  pipes =  6\n",
+      "Game  1097  pipes =  5\n",
+      "Game  1098  pipes =  1\n",
+      "Game  1099  pipes =  2\n",
+      "Game  1100  pipes =  1\n",
+      "Game  1101  pipes =  2\n",
+      "Game  1102  pipes =  4\n",
+      "Game  1103  pipes =  3\n",
+      "Game  1104  pipes =  3\n",
+      "Game  1105  pipes =  2\n",
+      "Game  1106  pipes =  2\n",
+      "Game  1107  pipes =  2\n",
+      "Game  1108  pipes =  1\n",
+      "Game  1109  pipes =  1\n",
+      "Game  1110  pipes =  1\n",
+      "Game  1111  pipes =  1\n",
+      "Game  1112  pipes =  1\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Game  1113  pipes =  1\n",
+      "Game  1114  pipes =  3\n",
+      "Game  1115  pipes =  1\n",
+      "Game  1116  pipes =  1\n",
+      "Game  1117  pipes =  2\n",
+      "Game  1118  pipes =  1\n",
+      "Game  1119  pipes =  1\n",
+      "Game  1120  pipes =  1\n",
+      "Game  1121  pipes =  2\n",
+      "Game  1122  pipes =  2\n",
+      "Game  1123  pipes =  1\n",
+      "Game  1124  pipes =  5\n",
+      "Game  1125  pipes =  1\n",
+      "Game  1126  pipes =  2\n",
+      "Game  1127  pipes =  1\n",
+      "Game  1128  pipes =  5\n",
+      "Game  1129  pipes =  1\n",
+      "Game  1130  pipes =  1\n",
+      "Game  1131  pipes =  2\n",
+      "Game  1132  pipes =  1\n",
+      "Game  1133  pipes =  1\n",
+      "Game  1134  pipes =  1\n",
+      "Game  1135  pipes =  1\n",
+      "Game  1136  pipes =  1\n",
+      "Game  1137  pipes =  1\n",
+      "Game  1138  pipes =  3\n",
+      "Game  1139  pipes =  2\n",
+      "Game  1140  pipes =  1\n",
+      "Game  1141  pipes =  4\n",
+      "Game  1142  pipes =  2\n",
+      "Game  1143  pipes =  1\n",
+      "Game  1144  pipes =  2\n",
+      "Game  1145  pipes =  1\n",
+      "Game  1146  pipes =  1\n",
+      "Game  1147  pipes =  1\n",
+      "Game  1148  pipes =  5\n",
+      "Game  1149  pipes =  2\n",
+      "Game  1150  pipes =  1\n",
+      "Game  1151  pipes =  1\n",
+      "Game  1152  pipes =  2\n",
+      "Game  1153  pipes =  2\n",
+      "Game  1154  pipes =  3\n",
+      "Game  1155  pipes =  6\n",
+      "Game  1156  pipes =  2\n",
+      "Game  1157  pipes =  2\n",
+      "Game  1158  pipes =  9\n",
+      "Game  1159  pipes =  6\n",
+      "Game  1160  pipes =  1\n",
+      "Game  1161  pipes =  1\n",
+      "Game  1162  pipes =  1\n",
+      "Game  1163  pipes =  5\n",
+      "Game  1164  pipes =  4\n",
+      "Game  1165  pipes =  1\n",
+      "Game  1166  pipes =  12\n",
+      "Game  1167  pipes =  9\n",
+      "Game  1168  pipes =  1\n",
+      "Game  1169  pipes =  1\n",
+      "Game  1170  pipes =  2\n",
+      "Game  1171  pipes =  7\n",
+      "Game  1172  pipes =  3\n",
+      "Game  1173  pipes =  5\n",
+      "Game  1174  pipes =  1\n",
+      "Game  1175  pipes =  1\n",
+      "Game  1176  pipes =  5\n",
+      "Game  1177  pipes =  1\n",
+      "Game  1178  pipes =  10\n",
+      "Game  1179  pipes =  2\n",
+      "Game  1180  pipes =  3\n",
+      "Game  1181  pipes =  6\n",
+      "Game  1182  pipes =  2\n",
+      "Game  1183  pipes =  2\n",
+      "Game  1184  pipes =  4\n",
+      "Game  1185  pipes =  8\n",
+      "Game  1186  pipes =  4\n",
+      "Game  1187  pipes =  1\n",
+      "Game  1188  pipes =  1\n",
+      "Game  1189  pipes =  2\n",
+      "Game  1190  pipes =  2\n",
+      "Game  1191  pipes =  2\n",
+      "Game  1192  pipes =  2\n",
+      "Game  1193  pipes =  3\n",
+      "Game  1194  pipes =  2\n",
+      "Game  1195  pipes =  1\n",
+      "Game  1196  pipes =  1\n",
+      "Game  1197  pipes =  1\n",
+      "Game  1198  pipes =  1\n",
+      "Game  1199  pipes =  3\n",
+      "Game  1200  pipes =  5\n",
+      "Game  1201  pipes =  3\n",
+      "Game  1202  pipes =  1\n",
+      "Game  1203  pipes =  2\n",
+      "Game  1204  pipes =  5\n",
+      "Game  1205  pipes =  3\n",
+      "Game  1206  pipes =  10\n",
+      "Game  1207  pipes =  1\n",
+      "Game  1208  pipes =  1\n",
+      "Game  1209  pipes =  13\n",
+      "Game  1210  pipes =  1\n",
+      "Game  1211  pipes =  4\n",
+      "Game  1212  pipes =  1\n",
+      "Game  1213  pipes =  5\n",
+      "Game  1214  pipes =  9\n",
+      "Game  1215  pipes =  1\n",
+      "Game  1216  pipes =  8\n",
+      "Game  1217  pipes =  3\n",
+      "Game  1218  pipes =  2\n",
+      "Game  1219  pipes =  3\n",
+      "Game  1220  pipes =  3\n",
+      "Game  1221  pipes =  1\n",
+      "Game  1222  pipes =  16\n",
+      "Game  1223  pipes =  4\n",
+      "Game  1224  pipes =  1\n",
+      "Game  1225  pipes =  3\n",
+      "Game  1226  pipes =  12\n",
+      "Game  1227  pipes =  1\n",
+      "Game  1228  pipes =  1\n",
+      "Game  1229  pipes =  1\n",
+      "Game  1230  pipes =  2\n",
+      "Game  1231  pipes =  2\n",
+      "Game  1232  pipes =  11\n",
+      "Game  1233  pipes =  3\n",
+      "Game  1234  pipes =  2\n",
+      "Game  1235  pipes =  5\n",
+      "Game  1236  pipes =  1\n",
+      "Game  1237  pipes =  0\n",
+      "Game  1238  pipes =  1\n",
+      "Game  1239  pipes =  1\n",
+      "Game  1240  pipes =  5\n",
+      "Game  1241  pipes =  3\n",
+      "Game  1242  pipes =  6\n",
+      "Game  1243  pipes =  2\n",
+      "Game  1244  pipes =  1\n",
+      "Game  1245  pipes =  1\n",
+      "Game  1246  pipes =  2\n",
+      "Game  1247  pipes =  2\n",
+      "Game  1248  pipes =  2\n",
+      "Game  1249  pipes =  4\n",
+      "Game  1250  pipes =  5\n",
+      "Game  1251  pipes =  1\n",
+      "Game  1252  pipes =  0\n",
+      "Game  1253  pipes =  8\n",
+      "Game  1254  pipes =  2\n",
+      "Game  1255  pipes =  1\n",
+      "Game  1256  pipes =  4\n",
+      "Game  1257  pipes =  2\n",
+      "Game  1258  pipes =  6\n",
+      "Game  1259  pipes =  1\n",
+      "Game  1260  pipes =  2\n",
+      "Game  1261  pipes =  2\n",
+      "Game  1262  pipes =  5\n",
+      "Game  1263  pipes =  5\n",
+      "Game  1264  pipes =  2\n",
+      "Game  1265  pipes =  3\n",
+      "Game  1266  pipes =  3\n",
+      "Game  1267  pipes =  4\n",
+      "Game  1268  pipes =  2\n",
+      "Game  1269  pipes =  1\n",
+      "Game  1270  pipes =  6\n",
+      "Game  1271  pipes =  1\n",
+      "Game  1272  pipes =  3\n",
+      "Game  1273  pipes =  1\n",
+      "Game  1274  pipes =  1\n",
+      "Game  1275  pipes =  1\n",
+      "Game  1276  pipes =  2\n",
+      "Game  1277  pipes =  2\n",
+      "Game  1278  pipes =  7\n",
+      "Game  1279  pipes =  2\n",
+      "Game  1280  pipes =  1\n",
+      "Game  1281  pipes =  4\n",
+      "Game  1282  pipes =  1\n",
+      "Game  1283  pipes =  3\n",
+      "Game  1284  pipes =  4\n",
+      "Game  1285  pipes =  2\n",
+      "Game  1286  pipes =  4\n",
+      "Game  1287  pipes =  2\n",
+      "Game  1288  pipes =  2\n",
+      "Game  1289  pipes =  2\n",
+      "Game  1290  pipes =  1\n",
+      "Game  1291  pipes =  2\n",
+      "Game  1292  pipes =  4\n",
+      "Game  1293  pipes =  6\n",
+      "Game  1294  pipes =  7\n",
+      "Game  1295  pipes =  4\n",
+      "Game  1296  pipes =  2\n",
+      "Game  1297  pipes =  3\n",
+      "Game  1298  pipes =  1\n",
+      "Game  1299  pipes =  1\n",
+      "Game  1300  pipes =  3\n",
+      "Game  1301  pipes =  1\n",
+      "Game  1302  pipes =  4\n",
+      "Game  1303  pipes =  15\n",
+      "Game  1304  pipes =  3\n",
+      "Game  1305  pipes =  8\n",
+      "Game  1306  pipes =  1\n",
+      "Game  1307  pipes =  2\n",
+      "Game  1308  pipes =  2\n",
+      "Game  1309  pipes =  9\n",
+      "Game  1310  pipes =  1\n",
+      "Game  1311  pipes =  8\n",
+      "Game  1312  pipes =  4\n",
+      "Game  1313  pipes =  6\n",
+      "Game  1314  pipes =  2\n",
+      "Game  1315  pipes =  2\n",
+      "Game  1316  pipes =  1\n",
+      "Game  1317  pipes =  1\n",
+      "Game  1318  pipes =  1\n",
+      "Game  1319  pipes =  1\n",
+      "Game  1320  pipes =  7\n",
+      "Game  1321  pipes =  2\n",
+      "Game  1322  pipes =  1\n",
+      "Game  1323  pipes =  1\n",
+      "Game  1324  pipes =  4\n",
+      "Game  1325  pipes =  6\n",
+      "Game  1326  pipes =  1\n",
+      "Game  1327  pipes =  2\n",
+      "Game  1328  pipes =  1\n",
+      "Game  1329  pipes =  1\n",
+      "Game  1330  pipes =  1\n",
+      "Game  1331  pipes =  6\n",
+      "Game  1332  pipes =  3\n",
+      "Game  1333  pipes =  1\n",
+      "Game  1334  pipes =  1\n",
+      "Game  1335  pipes =  2\n",
+      "Game  1336  pipes =  1\n",
+      "Game  1337  pipes =  5\n",
+      "Game  1338  pipes =  1\n",
+      "Game  1339  pipes =  7\n",
+      "Game  1340  pipes =  4\n",
+      "Game  1341  pipes =  1\n",
+      "Game  1342  pipes =  1\n",
+      "Game  1343  pipes =  4\n",
+      "Game  1344  pipes =  3\n",
+      "Game  1345  pipes =  13\n",
+      "Game  1346  pipes =  5\n",
+      "Game  1347  pipes =  11\n",
+      "Game  1348  pipes =  1\n",
+      "Game  1349  pipes =  4\n",
+      "Game  1350  pipes =  2\n",
+      "Game  1351  pipes =  6\n",
+      "Game  1352  pipes =  1\n",
+      "Game  1353  pipes =  5\n",
+      "Game  1354  pipes =  7\n",
+      "Game  1355  pipes =  15\n",
+      "Game  1356  pipes =  3\n",
+      "Game  1357  pipes =  10\n",
+      "Game  1358  pipes =  17\n",
+      "Game  1359  pipes =  1\n",
+      "Game  1360  pipes =  5\n",
+      "Game  1361  pipes =  6\n",
+      "Game  1362  pipes =  3\n",
+      "Game  1363  pipes =  1\n",
+      "Game  1364  pipes =  7\n",
+      "Game  1365  pipes =  14\n",
+      "Game  1366  pipes =  14\n",
+      "Game  1367  pipes =  1\n",
+      "Game  1368  pipes =  3\n",
+      "Game  1369  pipes =  17\n",
+      "Game  1370  pipes =  7\n",
+      "Game  1371  pipes =  0\n",
+      "Game  1372  pipes =  1\n",
+      "Game  1373  pipes =  4\n",
+      "Game  1374  pipes =  1\n",
+      "Game  1375  pipes =  2\n",
+      "Game  1376  pipes =  3\n",
+      "Game  1377  pipes =  2\n",
+      "Game  1378  pipes =  2\n",
+      "Game  1379  pipes =  5\n",
+      "Game  1380  pipes =  2\n",
+      "Game  1381  pipes =  3\n",
+      "Game  1382  pipes =  2\n",
+      "Game  1383  pipes =  2\n",
+      "Game  1384  pipes =  4\n",
+      "Game  1385  pipes =  3\n",
+      "Game  1386  pipes =  5\n",
+      "Game  1387  pipes =  5\n",
+      "Game  1388  pipes =  2\n",
+      "Game  1389  pipes =  1\n",
+      "Game  1390  pipes =  2\n",
+      "Game  1391  pipes =  1\n",
+      "Game  1392  pipes =  7\n",
+      "Game  1393  pipes =  3\n",
+      "Game  1394  pipes =  3\n",
+      "Game  1395  pipes =  2\n",
+      "Game  1396  pipes =  2\n",
+      "Game  1397  pipes =  2\n",
+      "Game  1398  pipes =  3\n",
+      "Game  1399  pipes =  11\n",
+      "Game  1400  pipes =  1\n",
+      "Game  1401  pipes =  5\n",
+      "Game  1402  pipes =  1\n",
+      "Game  1403  pipes =  6\n",
+      "Game  1404  pipes =  2\n",
+      "Game  1405  pipes =  2\n",
+      "Game  1406  pipes =  8\n",
+      "Game  1407  pipes =  2\n",
+      "Game  1408  pipes =  3\n",
+      "Game  1409  pipes =  2\n",
+      "Game  1410  pipes =  6\n",
+      "Game  1411  pipes =  1\n",
+      "Game  1412  pipes =  2\n",
+      "Game  1413  pipes =  1\n",
+      "Game  1414  pipes =  1\n",
+      "Game  1415  pipes =  1\n",
+      "Game  1416  pipes =  1\n",
+      "Game  1417  pipes =  1\n",
+      "Game  1418  pipes =  3\n",
+      "Game  1419  pipes =  2\n",
+      "Game  1420  pipes =  2\n",
+      "Game  1421  pipes =  1\n",
+      "Game  1422  pipes =  1\n",
+      "Game  1423  pipes =  0\n",
+      "Game  1424  pipes =  3\n",
+      "Game  1425  pipes =  4\n",
+      "Game  1426  pipes =  0\n",
+      "Game  1427  pipes =  3\n",
+      "Game  1428  pipes =  5\n",
+      "Game  1429  pipes =  3\n",
+      "Game  1430  pipes =  0\n",
+      "Game  1431  pipes =  2\n",
+      "Game  1432  pipes =  2\n",
+      "Game  1433  pipes =  2\n",
+      "Game  1434  pipes =  6\n",
+      "Game  1435  pipes =  2\n",
+      "Game  1436  pipes =  8\n",
+      "Game  1437  pipes =  3\n",
+      "Game  1438  pipes =  2\n",
+      "Game  1439  pipes =  4\n",
+      "Game  1440  pipes =  4\n",
+      "Game  1441  pipes =  2\n",
+      "Game  1442  pipes =  3\n",
+      "Game  1443  pipes =  1\n",
+      "Game  1444  pipes =  1\n",
+      "Game  1445  pipes =  2\n",
+      "Game  1446  pipes =  3\n",
+      "Game  1447  pipes =  2\n",
+      "Game  1448  pipes =  3\n",
+      "Game  1449  pipes =  1\n",
+      "Game  1450  pipes =  1\n",
+      "Game  1451  pipes =  3\n",
+      "Game  1452  pipes =  4\n",
+      "Game  1453  pipes =  5\n",
+      "Game  1454  pipes =  7\n",
+      "Game  1455  pipes =  5\n",
+      "Game  1456  pipes =  3\n",
+      "Game  1457  pipes =  2\n",
+      "Game  1458  pipes =  1\n",
+      "Game  1459  pipes =  5\n",
+      "Game  1460  pipes =  1\n",
+      "Game  1461  pipes =  1\n",
+      "Game  1462  pipes =  1\n",
+      "Game  1463  pipes =  3\n",
+      "Game  1464  pipes =  4\n",
+      "Game  1465  pipes =  3\n",
+      "Game  1466  pipes =  2\n",
+      "Game  1467  pipes =  1\n",
+      "Game  1468  pipes =  4\n",
+      "Game  1469  pipes =  1\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Game  1470  pipes =  1\n",
+      "Game  1471  pipes =  1\n",
+      "Game  1472  pipes =  5\n",
+      "Game  1473  pipes =  2\n",
+      "Game  1474  pipes =  6\n",
+      "Game  1475  pipes =  1\n",
+      "Game  1476  pipes =  3\n",
+      "Game  1477  pipes =  4\n",
+      "Game  1478  pipes =  2\n",
+      "Game  1479  pipes =  6\n",
+      "Game  1480  pipes =  9\n",
+      "Game  1481  pipes =  1\n",
+      "Game  1482  pipes =  2\n",
+      "Game  1483  pipes =  3\n",
+      "Game  1484  pipes =  1\n",
+      "Game  1485  pipes =  2\n",
+      "Game  1486  pipes =  2\n",
+      "Game  1487  pipes =  2\n",
+      "Game  1488  pipes =  3\n",
+      "Game  1489  pipes =  1\n",
+      "Game  1490  pipes =  1\n",
+      "Game  1491  pipes =  1\n",
+      "Game  1492  pipes =  1\n",
+      "Game  1493  pipes =  6\n",
+      "Game  1494  pipes =  3\n",
+      "Game  1495  pipes =  3\n",
+      "Game  1496  pipes =  1\n",
+      "Game  1497  pipes =  2\n",
+      "Game  1498  pipes =  4\n",
+      "Game  1499  pipes =  1\n",
+      "Game  1500  pipes =  5\n",
+      "Game  1501  pipes =  8\n",
+      "Game  1502  pipes =  6\n",
+      "Game  1503  pipes =  2\n",
+      "Game  1504  pipes =  1\n",
+      "Game  1505  pipes =  2\n",
+      "Game  1506  pipes =  7\n",
+      "Game  1507  pipes =  3\n",
+      "Game  1508  pipes =  2\n",
+      "Game  1509  pipes =  1\n",
+      "Game  1510  pipes =  4\n",
+      "Game  1511  pipes =  5\n",
+      "Game  1512  pipes =  7\n",
+      "Game  1513  pipes =  1\n",
+      "Game  1514  pipes =  1\n",
+      "Game  1515  pipes =  1\n",
+      "Game  1516  pipes =  7\n",
+      "Game  1517  pipes =  3\n",
+      "Game  1518  pipes =  1\n",
+      "Game  1519  pipes =  3\n",
+      "Game  1520  pipes =  2\n",
+      "Game  1521  pipes =  3\n",
+      "Game  1522  pipes =  2\n",
+      "Game  1523  pipes =  1\n",
+      "Game  1524  pipes =  2\n",
+      "Game  1525  pipes =  3\n",
+      "Game  1526  pipes =  0\n",
+      "Game  1527  pipes =  3\n",
+      "Game  1528  pipes =  1\n",
+      "Game  1529  pipes =  6\n",
+      "Game  1530  pipes =  1\n",
+      "Game  1531  pipes =  6\n",
+      "Game  1532  pipes =  2\n",
+      "Game  1533  pipes =  1\n",
+      "Game  1534  pipes =  2\n",
+      "Game  1535  pipes =  1\n",
+      "Game  1536  pipes =  1\n",
+      "Game  1537  pipes =  1\n",
+      "Game  1538  pipes =  4\n",
+      "Game  1539  pipes =  4\n",
+      "Game  1540  pipes =  1\n",
+      "Game  1541  pipes =  3\n",
+      "Game  1542  pipes =  14\n",
+      "Game  1543  pipes =  2\n",
+      "Game  1544  pipes =  1\n",
+      "Game  1545  pipes =  7\n",
+      "Game  1546  pipes =  2\n",
+      "Game  1547  pipes =  2\n",
+      "Game  1548  pipes =  1\n",
+      "Game  1549  pipes =  2\n",
+      "Game  1550  pipes =  1\n",
+      "Game  1551  pipes =  2\n",
+      "Game  1552  pipes =  6\n",
+      "Game  1553  pipes =  5\n",
+      "Game  1554  pipes =  1\n",
+      "Game  1555  pipes =  1\n",
+      "Game  1556  pipes =  4\n",
+      "Game  1557  pipes =  8\n",
+      "Game  1558  pipes =  1\n",
+      "Game  1559  pipes =  3\n",
+      "Game  1560  pipes =  0\n",
+      "Game  1561  pipes =  2\n",
+      "Game  1562  pipes =  1\n",
+      "Game  1563  pipes =  2\n",
+      "Game  1564  pipes =  2\n",
+      "Game  1565  pipes =  1\n",
+      "Game  1566  pipes =  12\n",
+      "Game  1567  pipes =  2\n",
+      "Game  1568  pipes =  3\n",
+      "Game  1569  pipes =  3\n",
+      "Game  1570  pipes =  3\n",
+      "Game  1571  pipes =  3\n",
+      "Game  1572  pipes =  3\n",
+      "Game  1573  pipes =  2\n",
+      "Game  1574  pipes =  2\n",
+      "Game  1575  pipes =  8\n",
+      "Game  1576  pipes =  2\n",
+      "Game  1577  pipes =  3\n",
+      "Game  1578  pipes =  1\n",
+      "Game  1579  pipes =  2\n",
+      "Game  1580  pipes =  3\n",
+      "Game  1581  pipes =  3\n",
+      "Game  1582  pipes =  1\n",
+      "Game  1583  pipes =  1\n",
+      "Game  1584  pipes =  1\n",
+      "Game  1585  pipes =  2\n",
+      "Game  1586  pipes =  2\n",
+      "Game  1587  pipes =  5\n",
+      "Game  1588  pipes =  1\n",
+      "Game  1589  pipes =  1\n",
+      "Game  1590  pipes =  11\n",
+      "Game  1591  pipes =  1\n",
+      "Game  1592  pipes =  1\n",
+      "Game  1593  pipes =  8\n",
+      "Game  1594  pipes =  2\n",
+      "Game  1595  pipes =  0\n",
+      "Game  1596  pipes =  1\n",
+      "Game  1597  pipes =  1\n",
+      "Game  1598  pipes =  15\n",
+      "Game  1599  pipes =  5\n",
+      "Game  1600  pipes =  0\n",
+      "Game  1601  pipes =  10\n",
+      "Game  1602  pipes =  2\n",
+      "Game  1603  pipes =  4\n",
+      "Game  1604  pipes =  14\n",
+      "Game  1605  pipes =  2\n",
+      "Game  1606  pipes =  3\n",
+      "Game  1607  pipes =  1\n",
+      "Game  1608  pipes =  1\n",
+      "Game  1609  pipes =  2\n",
+      "Game  1610  pipes =  5\n",
+      "Game  1611  pipes =  18\n",
+      "Game  1612  pipes =  2\n",
+      "Game  1613  pipes =  2\n",
+      "Game  1614  pipes =  9\n",
+      "Game  1615  pipes =  9\n",
+      "Game  1616  pipes =  1\n",
+      "Game  1617  pipes =  5\n",
+      "Game  1618  pipes =  0\n",
+      "Game  1619  pipes =  2\n",
+      "Game  1620  pipes =  2\n",
+      "Game  1621  pipes =  3\n",
+      "Game  1622  pipes =  0\n",
+      "Game  1623  pipes =  4\n",
+      "Game  1624  pipes =  1\n",
+      "Game  1625  pipes =  11\n",
+      "Game  1626  pipes =  1\n",
+      "Game  1627  pipes =  3\n",
+      "Game  1628  pipes =  3\n",
+      "Game  1629  pipes =  8\n",
+      "Game  1630  pipes =  1\n",
+      "Game  1631  pipes =  4\n",
+      "Game  1632  pipes =  2\n",
+      "Game  1633  pipes =  2\n",
+      "Game  1634  pipes =  19\n",
+      "Game  1635  pipes =  9\n",
+      "Game  1636  pipes =  5\n",
+      "Game  1637  pipes =  3\n",
+      "Game  1638  pipes =  2\n",
+      "Game  1639  pipes =  16\n",
+      "Game  1640  pipes =  0\n",
+      "Game  1641  pipes =  17\n",
+      "Game  1642  pipes =  2\n",
+      "Game  1643  pipes =  0\n",
+      "Game  1644  pipes =  5\n",
+      "Game  1645  pipes =  5\n",
+      "Game  1646  pipes =  1\n",
+      "Game  1647  pipes =  5\n",
+      "Game  1648  pipes =  5\n",
+      "Game  1649  pipes =  1\n",
+      "Game  1650  pipes =  0\n",
+      "Game  1651  pipes =  1\n",
+      "Game  1652  pipes =  2\n",
+      "Game  1653  pipes =  0\n",
+      "Game  1654  pipes =  6\n",
+      "Game  1655  pipes =  3\n",
+      "Game  1656  pipes =  5\n",
+      "Game  1657  pipes =  1\n",
+      "Game  1658  pipes =  1\n",
+      "Game  1659  pipes =  0\n",
+      "Game  1660  pipes =  2\n",
+      "Game  1661  pipes =  0\n",
+      "Game  1662  pipes =  6\n",
+      "Game  1663  pipes =  1\n",
+      "Game  1664  pipes =  9\n",
+      "Game  1665  pipes =  3\n",
+      "Game  1666  pipes =  7\n",
+      "Game  1667  pipes =  2\n",
+      "Game  1668  pipes =  6\n",
+      "Game  1669  pipes =  2\n",
+      "Game  1670  pipes =  0\n",
+      "Game  1671  pipes =  1\n",
+      "Game  1672  pipes =  14\n",
+      "Game  1673  pipes =  2\n",
+      "Game  1674  pipes =  10\n",
+      "Game  1675  pipes =  2\n",
+      "Game  1676  pipes =  6\n",
+      "Game  1677  pipes =  0\n",
+      "Game  1678  pipes =  2\n",
+      "Game  1679  pipes =  0\n",
+      "Game  1680  pipes =  1\n",
+      "Game  1681  pipes =  1\n",
+      "Game  1682  pipes =  1\n",
+      "Game  1683  pipes =  4\n",
+      "Game  1684  pipes =  6\n",
+      "Game  1685  pipes =  1\n",
+      "Game  1686  pipes =  0\n",
+      "Game  1687  pipes =  2\n",
+      "Game  1688  pipes =  0\n",
+      "Game  1689  pipes =  0\n",
+      "Game  1690  pipes =  0\n",
+      "Game  1691  pipes =  0\n",
+      "Game  1692  pipes =  3\n",
+      "Game  1693  pipes =  3\n",
+      "Game  1694  pipes =  3\n",
+      "Game  1695  pipes =  4\n",
+      "Game  1696  pipes =  2\n",
+      "Game  1697  pipes =  2\n",
+      "Game  1698  pipes =  0\n",
+      "Game  1699  pipes =  1\n",
+      "Game  1700  pipes =  0\n",
+      "Game  1701  pipes =  5\n",
+      "Game  1702  pipes =  1\n",
+      "Game  1703  pipes =  0\n",
+      "Game  1704  pipes =  0\n",
+      "Game  1705  pipes =  0\n",
+      "Game  1706  pipes =  0\n",
+      "Game  1707  pipes =  2\n",
+      "Game  1708  pipes =  1\n",
+      "Game  1709  pipes =  1\n",
+      "Game  1710  pipes =  2\n",
+      "Game  1711  pipes =  1\n",
+      "Game  1712  pipes =  2\n",
+      "Game  1713  pipes =  2\n",
+      "Game  1714  pipes =  3\n",
+      "Game  1715  pipes =  0\n",
+      "Game  1716  pipes =  1\n",
+      "Game  1717  pipes =  1\n",
+      "Game  1718  pipes =  1\n",
+      "Game  1719  pipes =  5\n",
+      "Game  1720  pipes =  0\n",
+      "Game  1721  pipes =  0\n",
+      "Game  1722  pipes =  0\n",
+      "Game  1723  pipes =  0\n",
+      "Game  1724  pipes =  0\n",
+      "Game  1725  pipes =  3\n",
+      "Game  1726  pipes =  2\n",
+      "Game  1727  pipes =  1\n",
+      "Game  1728  pipes =  2\n",
+      "Game  1729  pipes =  0\n",
+      "Game  1730  pipes =  1\n",
+      "Game  1731  pipes =  1\n",
+      "Game  1732  pipes =  2\n",
+      "Game  1733  pipes =  1\n",
+      "Game  1734  pipes =  1\n",
+      "Game  1735  pipes =  2\n",
+      "Game  1736  pipes =  1\n",
+      "Game  1737  pipes =  0\n",
+      "Game  1738  pipes =  0\n",
+      "Game  1739  pipes =  2\n",
+      "Game  1740  pipes =  2\n",
+      "Game  1741  pipes =  0\n",
+      "Game  1742  pipes =  2\n",
+      "Game  1743  pipes =  0\n",
+      "Game  1744  pipes =  2\n",
+      "Game  1745  pipes =  4\n",
+      "Game  1746  pipes =  2\n",
+      "Game  1747  pipes =  0\n",
+      "Game  1748  pipes =  1\n",
+      "Game  1749  pipes =  0\n",
+      "Game  1750  pipes =  3\n",
+      "Game  1751  pipes =  0\n",
+      "Game  1752  pipes =  5\n",
+      "Game  1753  pipes =  0\n",
+      "Game  1754  pipes =  10\n",
+      "Game  1755  pipes =  3\n",
+      "Game  1756  pipes =  3\n",
+      "Game  1757  pipes =  0\n",
+      "Game  1758  pipes =  3\n",
+      "Game  1759  pipes =  3\n",
+      "Game  1760  pipes =  1\n",
+      "Game  1761  pipes =  1\n",
+      "Game  1762  pipes =  0\n",
+      "Game  1763  pipes =  43\n",
+      "Game  1764  pipes =  13\n",
+      "Game  1765  pipes =  3\n",
+      "Game  1766  pipes =  2\n",
+      "Game  1767  pipes =  0\n",
+      "Game  1768  pipes =  3\n",
+      "Game  1769  pipes =  8\n",
+      "Game  1770  pipes =  11\n",
+      "Game  1771  pipes =  6\n",
+      "Game  1772  pipes =  5\n",
+      "Game  1773  pipes =  5\n",
+      "Game  1774  pipes =  34\n",
+      "Game  1775  pipes =  8\n",
+      "Game  1776  pipes =  7\n",
+      "Game  1777  pipes =  4\n",
+      "Game  1778  pipes =  2\n",
+      "Game  1779  pipes =  15\n",
+      "Game  1780  pipes =  10\n",
+      "Game  1781  pipes =  1\n",
+      "Game  1782  pipes =  5\n",
+      "Game  1783  pipes =  4\n",
+      "Game  1784  pipes =  1\n",
+      "Game  1785  pipes =  10\n",
+      "Game  1786  pipes =  26\n",
+      "Game  1787  pipes =  23\n",
+      "Game  1788  pipes =  14\n",
+      "Game  1789  pipes =  11\n",
+      "Game  1790  pipes =  7\n",
+      "Game  1791  pipes =  2\n",
+      "Game  1792  pipes =  3\n",
+      "Game  1793  pipes =  14\n",
+      "Game  1794  pipes =  3\n",
+      "Game  1795  pipes =  7\n",
+      "Game  1796  pipes =  14\n",
+      "Game  1797  pipes =  2\n",
+      "Game  1798  pipes =  1\n",
+      "Game  1799  pipes =  11\n",
+      "Game  1800  pipes =  3\n",
+      "Game  1801  pipes =  6\n",
+      "Game  1802  pipes =  4\n",
+      "Game  1803  pipes =  1\n",
+      "Game  1804  pipes =  9\n",
+      "Game  1805  pipes =  7\n",
+      "Game  1806  pipes =  16\n",
+      "Game  1807  pipes =  8\n",
+      "Game  1808  pipes =  3\n",
+      "Game  1809  pipes =  6\n",
+      "Game  1810  pipes =  3\n",
+      "Game  1811  pipes =  9\n",
+      "Game  1812  pipes =  13\n",
+      "Game  1813  pipes =  1\n",
+      "Game  1814  pipes =  7\n",
+      "Game  1815  pipes =  8\n",
+      "Game  1816  pipes =  11\n",
+      "Game  1817  pipes =  11\n",
+      "Game  1818  pipes =  1\n",
+      "Game  1819  pipes =  43\n",
+      "Game  1820  pipes =  13\n",
+      "Game  1821  pipes =  8\n",
+      "Game  1822  pipes =  1\n",
+      "Game  1823  pipes =  1\n",
+      "Game  1824  pipes =  53\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Game  1825  pipes =  11\n",
+      "Game  1826  pipes =  19\n",
+      "Game  1827  pipes =  1\n",
+      "Game  1828  pipes =  11\n",
+      "Game  1829  pipes =  0\n",
+      "Game  1830  pipes =  19\n",
+      "Game  1831  pipes =  3\n",
+      "Game  1832  pipes =  14\n",
+      "Game  1833  pipes =  4\n",
+      "Game  1834  pipes =  2\n",
+      "Game  1835  pipes =  3\n",
+      "Game  1836  pipes =  2\n",
+      "Game  1837  pipes =  2\n",
+      "Game  1838  pipes =  4\n",
+      "Game  1839  pipes =  7\n",
+      "Game  1840  pipes =  9\n",
+      "Game  1841  pipes =  3\n",
+      "Game  1842  pipes =  19\n",
+      "Game  1843  pipes =  14\n",
+      "Game  1844  pipes =  6\n",
+      "Game  1845  pipes =  2\n",
+      "Game  1846  pipes =  17\n",
+      "Game  1847  pipes =  8\n",
+      "Game  1848  pipes =  14\n",
+      "Game  1849  pipes =  2\n",
+      "Game  1850  pipes =  5\n",
+      "Game  1851  pipes =  8\n",
+      "Game  1852  pipes =  28\n",
+      "Game  1853  pipes =  4\n",
+      "Game  1854  pipes =  7\n",
+      "Game  1855  pipes =  2\n",
+      "Game  1856  pipes =  7\n",
+      "Game  1857  pipes =  4\n",
+      "Game  1858  pipes =  11\n",
+      "Game  1859  pipes =  11\n",
+      "Game  1860  pipes =  5\n",
+      "Game  1861  pipes =  4\n",
+      "Game  1862  pipes =  5\n",
+      "Game  1863  pipes =  2\n",
+      "Game  1864  pipes =  9\n",
+      "Game  1865  pipes =  0\n",
+      "Game  1866  pipes =  4\n",
+      "Game  1867  pipes =  2\n",
+      "Game  1868  pipes =  16\n",
+      "Game  1869  pipes =  11\n",
+      "Game  1870  pipes =  0\n",
+      "Game  1871  pipes =  7\n",
+      "Game  1872  pipes =  6\n",
+      "Game  1873  pipes =  0\n",
+      "Game  1874  pipes =  1\n",
+      "Game  1875  pipes =  3\n",
+      "Game  1876  pipes =  2\n",
+      "Game  1877  pipes =  2\n",
+      "Game  1878  pipes =  3\n",
+      "Game  1879  pipes =  6\n",
+      "Game  1880  pipes =  5\n",
+      "Game  1881  pipes =  6\n",
+      "Game  1882  pipes =  14\n",
+      "Game  1883  pipes =  9\n",
+      "Game  1884  pipes =  1\n",
+      "Game  1885  pipes =  11\n",
+      "Game  1886  pipes =  11\n",
+      "Game  1887  pipes =  2\n",
+      "Game  1888  pipes =  17\n",
+      "Game  1889  pipes =  6\n",
+      "Game  1890  pipes =  12\n",
+      "Game  1891  pipes =  8\n",
+      "Game  1892  pipes =  8\n",
+      "Game  1893  pipes =  1\n",
+      "Game  1894  pipes =  2\n",
+      "Game  1895  pipes =  8\n",
+      "Game  1896  pipes =  23\n",
+      "Game  1897  pipes =  5\n",
+      "Game  1898  pipes =  2\n",
+      "Game  1899  pipes =  7\n",
+      "Game  1900  pipes =  11\n",
+      "Game  1901  pipes =  8\n",
+      "Game  1902  pipes =  7\n",
+      "Game  1903  pipes =  3\n",
+      "Game  1904  pipes =  7\n",
+      "Game  1905  pipes =  2\n",
+      "Game  1906  pipes =  19\n",
+      "Game  1907  pipes =  7\n",
+      "Game  1908  pipes =  5\n",
+      "Game  1909  pipes =  8\n",
+      "Game  1910  pipes =  3\n",
+      "Game  1911  pipes =  54\n",
+      "Game  1912  pipes =  10\n",
+      "Game  1913  pipes =  1\n",
+      "Game  1914  pipes =  9\n",
+      "Game  1915  pipes =  14\n",
+      "Game  1916  pipes =  3\n",
+      "Game  1917  pipes =  10\n",
+      "Game  1918  pipes =  15\n",
+      "Game  1919  pipes =  1\n",
+      "Game  1920  pipes =  13\n",
+      "Game  1921  pipes =  10\n",
+      "Game  1922  pipes =  1\n",
+      "Game  1923  pipes =  8\n",
+      "Game  1924  pipes =  2\n",
+      "Game  1925  pipes =  2\n",
+      "Game  1926  pipes =  20\n",
+      "Game  1927  pipes =  6\n",
+      "Game  1928  pipes =  13\n",
+      "Game  1929  pipes =  8\n",
+      "Game  1930  pipes =  2\n",
+      "Game  1931  pipes =  2\n",
+      "Game  1932  pipes =  1\n",
+      "Game  1933  pipes =  4\n",
+      "Game  1934  pipes =  2\n",
+      "Game  1935  pipes =  23\n",
+      "Game  1936  pipes =  15\n",
+      "Game  1937  pipes =  15\n",
+      "Game  1938  pipes =  9\n",
+      "Game  1939  pipes =  4\n",
+      "Game  1940  pipes =  4\n",
+      "Game  1941  pipes =  23\n",
+      "Game  1942  pipes =  5\n",
+      "Game  1943  pipes =  11\n",
+      "Game  1944  pipes =  15\n",
+      "Game  1945  pipes =  3\n",
+      "Game  1946  pipes =  16\n",
+      "Game  1947  pipes =  2\n",
+      "Game  1948  pipes =  2\n",
+      "Game  1949  pipes =  25\n",
+      "Game  1950  pipes =  7\n",
+      "Game  1951  pipes =  10\n",
+      "Game  1952  pipes =  20\n",
+      "Game  1953  pipes =  1\n",
+      "Game  1954  pipes =  3\n",
+      "Game  1955  pipes =  1\n",
+      "Game  1956  pipes =  14\n",
+      "Game  1957  pipes =  1\n",
+      "Game  1958  pipes =  7\n",
+      "Game  1959  pipes =  8\n",
+      "Game  1960  pipes =  5\n",
+      "Game  1961  pipes =  5\n",
+      "Game  1962  pipes =  16\n",
+      "Game  1963  pipes =  9\n",
+      "Game  1964  pipes =  1\n",
+      "Game  1965  pipes =  5\n",
+      "Game  1966  pipes =  1\n",
+      "Game  1967  pipes =  24\n",
+      "Game  1968  pipes =  23\n",
+      "Game  1969  pipes =  29\n",
+      "Game  1970  pipes =  14\n",
+      "Game  1971  pipes =  1\n",
+      "Game  1972  pipes =  1\n",
+      "Game  1973  pipes =  16\n",
+      "Game  1974  pipes =  6\n",
+      "Game  1975  pipes =  1\n",
+      "Game  1976  pipes =  3\n",
+      "Game  1977  pipes =  3\n",
+      "Game  1978  pipes =  6\n",
+      "Game  1979  pipes =  5\n",
+      "Game  1980  pipes =  4\n",
+      "Game  1981  pipes =  31\n",
+      "Game  1982  pipes =  7\n",
+      "Game  1983  pipes =  33\n",
+      "Game  1984  pipes =  1\n",
+      "Game  1985  pipes =  4\n",
+      "Game  1986  pipes =  14\n",
+      "Game  1987  pipes =  5\n",
+      "Game  1988  pipes =  23\n",
+      "Game  1989  pipes =  3\n",
+      "Game  1990  pipes =  3\n",
+      "Game  1991  pipes =  1\n",
+      "Game  1992  pipes =  2\n",
+      "Game  1993  pipes =  4\n",
+      "Game  1994  pipes =  1\n",
+      "Game  1995  pipes =  26\n",
+      "Game  1996  pipes =  14\n",
+      "Game  1997  pipes =  9\n",
+      "Game  1998  pipes =  5\n",
+      "Game  1999  pipes =  12\n",
+      "Game  2000  pipes =  1\n",
+      "Game  2001  pipes =  1\n",
+      "Game  2002  pipes =  28\n",
+      "Game  2003  pipes =  6\n",
+      "Game  2004  pipes =  1\n",
+      "Game  2005  pipes =  1\n",
+      "Game  2006  pipes =  2\n",
+      "Game  2007  pipes =  10\n",
+      "Game  2008  pipes =  2\n",
+      "Game  2009  pipes =  7\n",
+      "Game  2010  pipes =  31\n",
+      "Game  2011  pipes =  2\n",
+      "Game  2012  pipes =  5\n",
+      "Game  2013  pipes =  2\n",
+      "Game  2014  pipes =  11\n",
+      "Game  2015  pipes =  2\n",
+      "Game  2016  pipes =  5\n",
+      "Game  2017  pipes =  8\n",
+      "Game  2018  pipes =  6\n",
+      "Game  2019  pipes =  1\n",
+      "Game  2020  pipes =  19\n",
+      "Game  2021  pipes =  7\n",
+      "Game  2022  pipes =  1\n",
+      "Game  2023  pipes =  2\n",
+      "Game  2024  pipes =  1\n",
+      "Game  2025  pipes =  1\n",
+      "Game  2026  pipes =  21\n",
+      "Game  2027  pipes =  3\n",
+      "Game  2028  pipes =  3\n",
+      "Game  2029  pipes =  6\n",
+      "Game  2030  pipes =  13\n",
+      "Game  2031  pipes =  3\n",
+      "Game  2032  pipes =  1\n",
+      "Game  2033  pipes =  2\n",
+      "Game  2034  pipes =  9\n",
+      "Game  2035  pipes =  3\n",
+      "Game  2036  pipes =  16\n",
+      "Game  2037  pipes =  24\n",
+      "Game  2038  pipes =  1\n",
+      "Game  2039  pipes =  8\n",
+      "Game  2040  pipes =  11\n",
+      "Game  2041  pipes =  5\n",
+      "Game  2042  pipes =  2\n",
+      "Game  2043  pipes =  14\n",
+      "Game  2044  pipes =  9\n",
+      "Game  2045  pipes =  2\n",
+      "Game  2046  pipes =  7\n",
+      "Game  2047  pipes =  2\n",
+      "Game  2048  pipes =  1\n",
+      "Game  2049  pipes =  2\n",
+      "Game  2050  pipes =  1\n",
+      "Game  2051  pipes =  3\n",
+      "Game  2052  pipes =  5\n",
+      "Game  2053  pipes =  2\n",
+      "Game  2054  pipes =  22\n",
+      "Game  2055  pipes =  3\n",
+      "Game  2056  pipes =  12\n",
+      "Game  2057  pipes =  2\n",
+      "Game  2058  pipes =  7\n",
+      "Game  2059  pipes =  7\n",
+      "Game  2060  pipes =  1\n",
+      "Game  2061  pipes =  6\n",
+      "Game  2062  pipes =  14\n",
+      "Game  2063  pipes =  2\n",
+      "Game  2064  pipes =  10\n",
+      "Game  2065  pipes =  4\n",
+      "Game  2066  pipes =  16\n",
+      "Game  2067  pipes =  5\n",
+      "Game  2068  pipes =  7\n",
+      "Game  2069  pipes =  13\n",
+      "Game  2070  pipes =  6\n",
+      "Game  2071  pipes =  1\n",
+      "Game  2072  pipes =  13\n",
+      "Game  2073  pipes =  1\n",
+      "Game  2074  pipes =  6\n",
+      "Game  2075  pipes =  9\n",
+      "Game  2076  pipes =  26\n",
+      "Game  2077  pipes =  13\n",
+      "Game  2078  pipes =  11\n",
+      "Game  2079  pipes =  1\n",
+      "Game  2080  pipes =  2\n",
+      "Game  2081  pipes =  11\n",
+      "Game  2082  pipes =  3\n",
+      "Game  2083  pipes =  12\n",
+      "Game  2084  pipes =  8\n",
+      "Game  2085  pipes =  1\n",
+      "Game  2086  pipes =  1\n",
+      "Game  2087  pipes =  7\n",
+      "Game  2088  pipes =  5\n",
+      "Game  2089  pipes =  2\n",
+      "Game  2090  pipes =  7\n",
+      "Game  2091  pipes =  10\n",
+      "Game  2092  pipes =  7\n",
+      "Game  2093  pipes =  30\n",
+      "Game  2094  pipes =  2\n",
+      "Game  2095  pipes =  4\n",
+      "Game  2096  pipes =  19\n",
+      "Game  2097  pipes =  7\n",
+      "Game  2098  pipes =  4\n",
+      "Game  2099  pipes =  6\n",
+      "Game  2100  pipes =  13\n",
+      "Game  2101  pipes =  5\n",
+      "Game  2102  pipes =  11\n",
+      "Game  2103  pipes =  1\n",
+      "Game  2104  pipes =  1\n",
+      "Game  2105  pipes =  16\n",
+      "Game  2106  pipes =  5\n",
+      "Game  2107  pipes =  1\n",
+      "Game  2108  pipes =  2\n",
+      "Game  2109  pipes =  4\n",
+      "Game  2110  pipes =  2\n",
+      "Game  2111  pipes =  4\n",
+      "Game  2112  pipes =  1\n",
+      "Game  2113  pipes =  2\n",
+      "Game  2114  pipes =  2\n",
+      "Game  2115  pipes =  11\n",
+      "Game  2116  pipes =  14\n",
+      "Game  2117  pipes =  4\n",
+      "Game  2118  pipes =  1\n",
+      "Game  2119  pipes =  4\n",
+      "Game  2120  pipes =  29\n",
+      "Game  2121  pipes =  5\n",
+      "Game  2122  pipes =  1\n",
+      "Game  2123  pipes =  1\n",
+      "Game  2124  pipes =  20\n",
+      "Game  2125  pipes =  4\n",
+      "Game  2126  pipes =  5\n",
+      "Game  2127  pipes =  5\n",
+      "Game  2128  pipes =  6\n",
+      "Game  2129  pipes =  8\n",
+      "Game  2130  pipes =  1\n",
+      "Game  2131  pipes =  10\n",
+      "Game  2132  pipes =  8\n",
+      "Game  2133  pipes =  3\n",
+      "Game  2134  pipes =  1\n",
+      "Game  2135  pipes =  0\n",
+      "Game  2136  pipes =  28\n",
+      "Game  2137  pipes =  8\n",
+      "Game  2138  pipes =  22\n",
+      "Game  2139  pipes =  13\n",
+      "Game  2140  pipes =  11\n",
+      "Game  2141  pipes =  2\n",
+      "Game  2142  pipes =  28\n",
+      "Game  2143  pipes =  1\n",
+      "Game  2144  pipes =  9\n",
+      "Game  2145  pipes =  8\n",
+      "Game  2146  pipes =  14\n",
+      "Game  2147  pipes =  0\n",
+      "Game  2148  pipes =  3\n",
+      "Game  2149  pipes =  1\n",
+      "Game  2150  pipes =  5\n",
+      "Game  2151  pipes =  3\n",
+      "Game  2152  pipes =  3\n",
+      "Game  2153  pipes =  2\n",
+      "Game  2154  pipes =  11\n",
+      "Game  2155  pipes =  5\n",
+      "Game  2156  pipes =  2\n",
+      "Game  2157  pipes =  0\n",
+      "Game  2158  pipes =  30\n",
+      "Game  2159  pipes =  7\n",
+      "Game  2160  pipes =  2\n",
+      "Game  2161  pipes =  1\n",
+      "Game  2162  pipes =  1\n",
+      "Game  2163  pipes =  20\n",
+      "Game  2164  pipes =  5\n",
+      "Game  2165  pipes =  7\n",
+      "Game  2166  pipes =  1\n",
+      "Game  2167  pipes =  2\n",
+      "Game  2168  pipes =  1\n",
+      "Game  2169  pipes =  14\n",
+      "Game  2170  pipes =  11\n",
+      "Game  2171  pipes =  13\n",
+      "Game  2172  pipes =  25\n",
+      "Game  2173  pipes =  1\n",
+      "Game  2174  pipes =  4\n",
+      "Game  2175  pipes =  60\n",
+      "Game  2176  pipes =  23\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Game  2177  pipes =  3\n",
+      "Game  2178  pipes =  8\n",
+      "Game  2179  pipes =  2\n",
+      "Game  2180  pipes =  10\n",
+      "Game  2181  pipes =  5\n",
+      "Game  2182  pipes =  7\n",
+      "Game  2183  pipes =  7\n",
+      "Game  2184  pipes =  35\n",
+      "Game  2185  pipes =  6\n",
+      "Game  2186  pipes =  4\n",
+      "Game  2187  pipes =  16\n",
+      "Game  2188  pipes =  12\n",
+      "Game  2189  pipes =  2\n",
+      "Game  2190  pipes =  16\n",
+      "Game  2191  pipes =  2\n",
+      "Game  2192  pipes =  29\n",
+      "Game  2193  pipes =  4\n",
+      "Game  2194  pipes =  2\n",
+      "Game  2195  pipes =  11\n",
+      "Game  2196  pipes =  16\n",
+      "Game  2197  pipes =  4\n",
+      "Game  2198  pipes =  2\n",
+      "Game  2199  pipes =  12\n",
+      "Game  2200  pipes =  2\n",
+      "Game  2201  pipes =  1\n",
+      "Game  2202  pipes =  15\n",
+      "Game  2203  pipes =  2\n",
+      "Game  2204  pipes =  13\n",
+      "Game  2205  pipes =  6\n",
+      "Game  2206  pipes =  9\n",
+      "Game  2207  pipes =  3\n",
+      "Game  2208  pipes =  7\n",
+      "Game  2209  pipes =  15\n",
+      "Game  2210  pipes =  41\n",
+      "Game  2211  pipes =  21\n",
+      "Game  2212  pipes =  9\n",
+      "Game  2213  pipes =  0\n",
+      "Game  2214  pipes =  8\n",
+      "Game  2215  pipes =  4\n",
+      "Game  2216  pipes =  24\n",
+      "Game  2217  pipes =  31\n",
+      "Game  2218  pipes =  12\n",
+      "Game  2219  pipes =  10\n",
+      "Game  2220  pipes =  12\n",
+      "Game  2221  pipes =  1\n",
+      "Game  2222  pipes =  12\n",
+      "Game  2223  pipes =  4\n",
+      "Game  2224  pipes =  4\n",
+      "Game  2225  pipes =  3\n",
+      "Game  2226  pipes =  36\n",
+      "Game  2227  pipes =  1\n",
+      "Game  2228  pipes =  9\n",
+      "Game  2229  pipes =  4\n",
+      "Game  2230  pipes =  5\n",
+      "Game  2231  pipes =  16\n",
+      "Game  2232  pipes =  4\n",
+      "Game  2233  pipes =  48\n",
+      "Game  2234  pipes =  11\n",
+      "Game  2235  pipes =  1\n",
+      "Game  2236  pipes =  8\n",
+      "Game  2237  pipes =  19\n",
+      "Game  2238  pipes =  23\n",
+      "Game  2239  pipes =  11\n",
+      "Game  2240  pipes =  6\n",
+      "Game  2241  pipes =  29\n",
+      "Game  2242  pipes =  11\n",
+      "Game  2243  pipes =  3\n",
+      "Game  2244  pipes =  2\n",
+      "Game  2245  pipes =  22\n",
+      "Game  2246  pipes =  20\n",
+      "Game  2247  pipes =  16\n",
+      "Game  2248  pipes =  26\n",
+      "Game  2249  pipes =  15\n",
+      "Game  2250  pipes =  1\n",
+      "Game  2251  pipes =  10\n",
+      "Game  2252  pipes =  19\n",
+      "Game  2253  pipes =  37\n",
+      "Game  2254  pipes =  1\n",
+      "Game  2255  pipes =  5\n",
+      "Game  2256  pipes =  8\n",
+      "Game  2257  pipes =  4\n",
+      "Game  2258  pipes =  4\n",
+      "Game  2259  pipes =  16\n",
+      "Game  2260  pipes =  1\n",
+      "Game  2261  pipes =  1\n",
+      "Game  2262  pipes =  17\n",
+      "Game  2263  pipes =  1\n",
+      "Game  2264  pipes =  13\n",
+      "Game  2265  pipes =  1\n",
+      "Game  2266  pipes =  6\n",
+      "Game  2267  pipes =  1\n",
+      "Game  2268  pipes =  1\n",
+      "Game  2269  pipes =  1\n",
+      "Game  2270  pipes =  11\n",
+      "Game  2271  pipes =  16\n",
+      "Game  2272  pipes =  8\n",
+      "Game  2273  pipes =  17\n",
+      "Game  2274  pipes =  24\n",
+      "Game  2275  pipes =  16\n",
+      "Game  2276  pipes =  1\n",
+      "Game  2277  pipes =  13\n",
+      "Game  2278  pipes =  4\n",
+      "Game  2279  pipes =  13\n",
+      "Game  2280  pipes =  1\n",
+      "Game  2281  pipes =  14\n",
+      "Game  2282  pipes =  4\n",
+      "Game  2283  pipes =  7\n",
+      "Game  2284  pipes =  5\n",
+      "Game  2285  pipes =  11\n",
+      "Game  2286  pipes =  16\n",
+      "Game  2287  pipes =  1\n",
+      "Game  2288  pipes =  11\n",
+      "Game  2289  pipes =  20\n",
+      "Game  2290  pipes =  9\n",
+      "Game  2291  pipes =  6\n",
+      "Game  2292  pipes =  13\n",
+      "Game  2293  pipes =  13\n",
+      "Game  2294  pipes =  7\n",
+      "Game  2295  pipes =  19\n",
+      "Game  2296  pipes =  1\n",
+      "Game  2297  pipes =  12\n",
+      "Game  2298  pipes =  10\n",
+      "Game  2299  pipes =  8\n",
+      "Game  2300  pipes =  17\n",
+      "Game  2301  pipes =  1\n",
+      "Game  2302  pipes =  13\n",
+      "Game  2303  pipes =  23\n",
+      "Game  2304  pipes =  35\n",
+      "Game  2305  pipes =  8\n",
+      "Game  2306  pipes =  7\n",
+      "Game  2307  pipes =  3\n",
+      "Game  2308  pipes =  8\n",
+      "Game  2309  pipes =  1\n",
+      "Game  2310  pipes =  14\n",
+      "Game  2311  pipes =  4\n",
+      "Game  2312  pipes =  13\n",
+      "Game  2313  pipes =  6\n",
+      "Game  2314  pipes =  17\n",
+      "Game  2315  pipes =  14\n",
+      "Game  2316  pipes =  4\n",
+      "Game  2317  pipes =  5\n",
+      "Game  2318  pipes =  8\n",
+      "Game  2319  pipes =  2\n",
+      "Game  2320  pipes =  2\n",
+      "Game  2321  pipes =  1\n",
+      "Game  2322  pipes =  4\n",
+      "Game  2323  pipes =  16\n",
+      "Game  2324  pipes =  4\n",
+      "Game  2325  pipes =  6\n",
+      "Game  2326  pipes =  13\n",
+      "Game  2327  pipes =  12\n",
+      "Game  2328  pipes =  1\n",
+      "Game  2329  pipes =  5\n",
+      "Game  2330  pipes =  5\n",
+      "Game  2331  pipes =  16\n",
+      "Game  2332  pipes =  2\n",
+      "Game  2333  pipes =  1\n",
+      "Game  2334  pipes =  6\n",
+      "Game  2335  pipes =  1\n",
+      "Game  2336  pipes =  1\n",
+      "Game  2337  pipes =  4\n",
+      "Game  2338  pipes =  9\n",
+      "Game  2339  pipes =  1\n",
+      "Game  2340  pipes =  13\n",
+      "Game  2341  pipes =  9\n",
+      "Game  2342  pipes =  5\n",
+      "Game  2343  pipes =  10\n"
+     ]
+    }
+   ],
+   "source": [
+    "game = FlappyBird()\n",
+    "p = PLE(game, fps=30, frame_skip=1, num_steps=1, force_fps=True, display_screen=True)\n",
+    "replay = [] # init vector buffer\n",
+    "for i in range(epochs):\n",
+    "    p.init()\n",
+    "\n",
+    "    while(not p.game_over()):\n",
+    "        state = np.array(list(game.getGameState().values())).reshape(1,8)\n",
+    "\n",
+    "        qval = model.predict(state, batch_size=batchSize)\n",
+    "#         if (random.random() < epsilon(i)): # exploration exploitation strategy    \n",
+    "#             if( randint(0, 9) > 7):\n",
+    "#                 action = 1\n",
+    "#             else:\n",
+    "#                 action = 0\n",
+    "            \n",
+    "#         else: #choose best action from Q(s,a) values\n",
+    "        qval_av_action = [-9999]*2\n",
+    "        qval_av_action[0] = qval[0][0]\n",
+    "        qval_av_action[1] = qval[0][1]\n",
+    "\n",
+    "        action = (np.argmax(qval_av_action))\n",
+    "\n",
+    "        #Take action, observe new state S'\n",
+    "        #Observe reward\n",
+    "        reward = p.act(119*action)\n",
+    "        new_state = np.array(list(game.getGameState().values())).reshape(1,8)\n",
+    "\n",
+    "        custom_reward = reward\n",
+    "\n",
+    "        #Experience replay storage\n",
+    "        if (len(replay) < buffer): #if buffer not filled, add to it\n",
+    "            replay.append((state, action, custom_reward, new_state))\n",
+    "        else: #if buffer full, overwrite old values\n",
+    "            if (h < (buffer-1)):\n",
+    "                h += 1\n",
+    "            else:\n",
+    "                h = 0\n",
+    "            replay[h] = (state, action, custom_reward, new_state)\n",
+    "            state = new_state\n",
+    "          \n",
+    "        if (p.game_over()):\n",
+    "            print(\"Game \", i , \" pipes = \", 5+int(game.getScore()))\n",
+    "            \n",
+    "            #randomly sample our experience replay memory\n",
+    "            minibatch = random.sample(replay, batchSize)\n",
+    "            X_train = []\n",
+    "            y_train = []\n",
+    "            for memory in minibatch:\n",
+    "                #Get max_Q(S',a)\n",
+    "                old_state, action, custom_reward, new_state = memory\n",
+    "                old_qval = model.predict(old_state, batch_size=1)\n",
+    "\n",
+    "                newQ = model.predict(new_state, batch_size=1)\n",
+    "                maxQ = np.max(newQ)\n",
+    "                y = np.zeros((1,2))\n",
+    "                y[:] = old_qval[:]\n",
+    "                if custom_reward != -5: #non-terminal state\n",
+    "                    update = (1 + (gamma * maxQ))\n",
+    "                else: #terminal state\n",
+    "                    update = -1000\n",
+    "                y[0][action] = update\n",
+    "\n",
+    "                X_train.append(old_state[0],)\n",
+    "                y_train.append(np.array(y).reshape(2,))\n",
+    "\n",
+    "            X_train = np.array(X_train)\n",
+    "            y_train = np.array(y_train)\n",
+    "\n",
+    "            model.fit(X_train, y_train, batch_size=batchSize, epochs=1, verbose=0)\n",
+    "            \n",
+    "            \n",
+    "            \n",
+    "        # save the model every 1000 epochs\n",
+    "        if (i%1000 == 0 and i > 0) or (i == epochs -1):\n",
+    "            save_str = \"model_flappy_new\"+ str(i) + \".dqf\"\n",
+    "            model.save(save_str)\n",
+    "#             model.save(\"model_dql_flappy_dense.dqf\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "_________________________________________________________________\n",
+      "Layer (type)                 Output Shape              Param #   \n",
+      "=================================================================\n",
+      "dense_1 (Dense)              (None, 800)               4000      \n",
+      "_________________________________________________________________\n",
+      "activation_1 (Activation)    (None, 800)               0         \n",
+      "_________________________________________________________________\n",
+      "dropout_1 (Dropout)          (None, 800)               0         \n",
+      "_________________________________________________________________\n",
+      "dense_2 (Dense)              (None, 2)                 1602      \n",
+      "_________________________________________________________________\n",
+      "activation_2 (Activation)    (None, 2)                 0         \n",
+      "=================================================================\n",
+      "Total params: 5,602\n",
+      "Trainable params: 5,602\n",
+      "Non-trainable params: 0\n",
+      "_________________________________________________________________\n"
+     ]
+    }
+   ],
+   "source": [
+    "model = load_model(\"model_flappy_82000.dqf\")\n",
+    "\n",
+    "model.summary()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Game  0  pipes =  3.0\n",
+      "Game  1  pipes =  8.0\n",
+      "Game  2  pipes =  0.0\n",
+      "Game  3  pipes =  4.0\n",
+      "Game  4  pipes =  4.0\n",
+      "Game  5  pipes =  4.0\n",
+      "Game  6  pipes =  2.0\n",
+      "Game  7  pipes =  4.0\n",
+      "Game  8  pipes =  2.0\n",
+      "Game  9  pipes =  2.0\n",
+      "Game  10  pipes =  1.0\n",
+      "Game  11  pipes =  2.0\n",
+      "Game  12  pipes =  6.0\n",
+      "Game  13  pipes =  6.0\n",
+      "Game  14  pipes =  2.0\n",
+      "Game  15  pipes =  8.0\n",
+      "Game  16  pipes =  4.0\n",
+      "Game  17  pipes =  2.0\n",
+      "Game  18  pipes =  13.0\n",
+      "Game  19  pipes =  2.0\n",
+      "Game  20  pipes =  9.0\n",
+      "Game  21  pipes =  3.0\n",
+      "Game  22  pipes =  3.0\n",
+      "Game  23  pipes =  4.0\n",
+      "Game  24  pipes =  21.0\n",
+      "Game  25  pipes =  2.0\n",
+      "Game  26  pipes =  8.0\n",
+      "Game  27  pipes =  10.0\n",
+      "Game  28  pipes =  15.0\n",
+      "Game  29  pipes =  3.0\n",
+      "Game  30  pipes =  1.0\n",
+      "Game  31  pipes =  7.0\n",
+      "Game  32  pipes =  8.0\n",
+      "Game  33  pipes =  12.0\n",
+      "Game  34  pipes =  2.0\n",
+      "Game  35  pipes =  4.0\n",
+      "Game  36  pipes =  20.0\n",
+      "Game  37  pipes =  22.0\n",
+      "Game  38  pipes =  2.0\n",
+      "Game  39  pipes =  8.0\n",
+      "Game  40  pipes =  1.0\n",
+      "Game  41  pipes =  4.0\n",
+      "Game  42  pipes =  8.0\n",
+      "Game  43  pipes =  2.0\n",
+      "Game  44  pipes =  5.0\n",
+      "Game  45  pipes =  2.0\n",
+      "Game  46  pipes =  2.0\n",
+      "Game  47  pipes =  3.0\n",
+      "Game  48  pipes =  20.0\n",
+      "Game  49  pipes =  5.0\n",
+      "Game  50  pipes =  1.0\n",
+      "Game  51  pipes =  6.0\n",
+      "Game  52  pipes =  1.0\n",
+      "Game  53  pipes =  1.0\n",
+      "Game  54  pipes =  2.0\n",
+      "Game  55  pipes =  2.0\n",
+      "Game  56  pipes =  6.0\n",
+      "Game  57  pipes =  2.0\n",
+      "Game  58  pipes =  1.0\n",
+      "Game  59  pipes =  10.0\n",
+      "Game  60  pipes =  11.0\n",
+      "Game  61  pipes =  2.0\n",
+      "Game  62  pipes =  2.0\n",
+      "Game  63  pipes =  3.0\n",
+      "Game  64  pipes =  4.0\n",
+      "Game  65  pipes =  1.0\n",
+      "Game  66  pipes =  3.0\n",
+      "Game  67  pipes =  3.0\n",
+      "Game  68  pipes =  1.0\n",
+      "Game  69  pipes =  1.0\n",
+      "Game  70  pipes =  7.0\n",
+      "Game  71  pipes =  3.0\n",
+      "Game  72  pipes =  1.0\n",
+      "Game  73  pipes =  2.0\n",
+      "Game  74  pipes =  5.0\n",
+      "Game  75  pipes =  4.0\n",
+      "Game  76  pipes =  2.0\n",
+      "Game  77  pipes =  1.0\n",
+      "Game  78  pipes =  9.0\n",
+      "Game  79  pipes =  2.0\n",
+      "Game  80  pipes =  11.0\n",
+      "Game  81  pipes =  7.0\n",
+      "Game  82  pipes =  1.0\n",
+      "Game  83  pipes =  3.0\n",
+      "Game  84  pipes =  6.0\n",
+      "Game  85  pipes =  1.0\n",
+      "Game  86  pipes =  2.0\n",
+      "Game  87  pipes =  1.0\n",
+      "Game  88  pipes =  6.0\n",
+      "Game  89  pipes =  2.0\n",
+      "Game  90  pipes =  3.0\n",
+      "Game  91  pipes =  2.0\n",
+      "Game  92  pipes =  5.0\n",
+      "Game  93  pipes =  8.0\n",
+      "Game  94  pipes =  12.0\n",
+      "Game  95  pipes =  1.0\n",
+      "Game  96  pipes =  10.0\n",
+      "Game  97  pipes =  15.0\n",
+      "Game  98  pipes =  2.0\n",
+      "Game  99  pipes =  3.0\n",
+      "Game  100  pipes =  1.0\n",
+      "Game  101  pipes =  1.0\n",
+      "Game  102  pipes =  6.0\n",
+      "Game  103  pipes =  7.0\n",
+      "Game  104  pipes =  9.0\n",
+      "Game  105  pipes =  2.0\n",
+      "Game  106  pipes =  4.0\n",
+      "Game  107  pipes =  9.0\n",
+      "Game  108  pipes =  3.0\n",
+      "Game  109  pipes =  5.0\n",
+      "Game  110  pipes =  2.0\n"
+     ]
+    },
+    {
+     "ename": "SystemExit",
+     "evalue": "",
+     "output_type": "error",
+     "traceback": [
+      "An exception has occurred, use %tb to see the full traceback.\n",
+      "\u001b[1;31mSystemExit\u001b[0m\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "C:\\Users\\npinc\\Anaconda3\\lib\\site-packages\\IPython\\core\\interactiveshell.py:2870: UserWarning: To exit: use 'exit', 'quit', or Ctrl-D.\n",
+      "  warn(\"To exit: use 'exit', 'quit', or Ctrl-D.\", stacklevel=1)\n"
+     ]
+    }
+   ],
+   "source": [
+    "game = FlappyBird()\n",
+    "p = PLE(game, fps=30, frame_skip=1, num_steps=1, force_fps=True, display_screen=True)\n",
+    "\n",
+    "for i in range(epochs):\n",
+    "    p.init()\n",
+    "    \n",
+    "#     print(\"ratio up/down = \", up_count/(up_count + down_count))\n",
+    "    while(not p.game_over()):\n",
+    "        state = np.array(list(game.getGameState().values())).reshape(1,8)\n",
+    "        \n",
+    "        qval = model.predict(state, batch_size=batchSize)\n",
+    "            \n",
+    "        #choose best action from Q(s,a) values\n",
+    "        qval_av_action = [-9999]*2\n",
+    "        qval_av_action[0] = qval[0][0]\n",
+    "        qval_av_action[1] = qval[0][1]\n",
+    "        \n",
+    "        action = (np.argmax(qval_av_action))\n",
+    "\n",
+    "        reward = p.act(119*action)\n",
+    "\n",
+    "        if (p.game_over()):\n",
+    "            print(\"Game \", i , \" pipes = \", 5+game.getScore())"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "16\n",
+      "random action =  0\n",
+      "[12, 2, 7, 13]\n"
+     ]
+    },
+    {
+     "ename": "TypeError",
+     "evalue": "c_reward() missing 1 required positional argument: 'old_state'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
+      "\u001b[1;32m<ipython-input-15-5bfd58c7a8bb>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[0;32m     70\u001b[0m         \u001b[0mmaxQ\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmax\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mnewQ\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     71\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 72\u001b[1;33m         \u001b[0mcustom_reward\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mreward\u001b[0m \u001b[1;33m+\u001b[0m \u001b[0mc_reward\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mstate\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     73\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     74\u001b[0m         \u001b[1;32mif\u001b[0m \u001b[0mreward\u001b[0m \u001b[1;33m!=\u001b[0m \u001b[1;33m-\u001b[0m\u001b[1;36m5\u001b[0m\u001b[1;33m:\u001b[0m \u001b[1;31m#non-terminal state\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
+      "\u001b[1;31mTypeError\u001b[0m: c_reward() missing 1 required positional argument: 'old_state'"
+     ]
+    }
+   ],
+   "source": [
+    "n_width = math.floor(player_y_max/5)\n",
+    "n_dist = math.floor(3*dist_max)+1\n",
+    "\n",
+    "n_near_width = 200\n",
+    "n_near_dist = 100\n",
+    "\n",
+    "n_far_width =  math.floor(player_y_max/20) +1\n",
+    "n_far_dist = math.floor(3*dist_max/20)+1\n",
+    "\n",
+    "n_width = n_near_width +n_far_width\n",
+    "n_dist = n_near_dist +n_far_dist\n",
+    "\n",
+    "# q_val_array = np.zeros((n_width, n_width, n_width, n_dist, 2))\n",
+    "\n",
+    "q_val_near = np.zeros((n_near_width, n_near_width, n_near_dist, 2))\n",
+    "q_val_far = np.zeros((n_far_width, n_far_width, n_far_width, n_far_dist, 2))\n",
+    "\n",
+    "print(n_far_dist)\n",
+    "\n",
+    "epochs = 1000\n",
+    "game = FlappyBird()\n",
+    "p = PLE(game, fps=30, frame_skip=1, num_steps=1, force_fps=False, display_screen=True)\n",
+    "\n",
+    "p.init()\n",
+    "\n",
+    "for i in range(epochs):\n",
+    "    p.init()\n",
+    "    while(not p.game_over()):\n",
+    "        state = game.getGameState()\n",
+    "        \n",
+    "        player_y = int(state.get(\"player_y\"))\n",
+    "        top = int(state.get(\"next_pipe_top_y\"))\n",
+    "        bottom = int(state.get(\"next_pipe_bottom_y\"))\n",
+    "        dist = int(state.get(\"next_pipe_dist_to_player\"))\n",
+    "\n",
+    "        if (random.random() < epsilon(i)): # exploration exploitation strategy    \n",
+    "            action = int(bool(random.getrandbits(1)) == True)\n",
+    "            print(\"random action = \", action)\n",
+    "        else: #choose best action from Q(s,a) values\n",
+    "            if (player_y - top < n_near_width/2 and player_y - bottom < n_near_width and dist < n_near_dist):\n",
+    "                qval = q_val_near[player_y - top + math.floor(n_near_width/2)][player_y - bottom + math.floor(n_near_width/2)][dist][:]\n",
+    "            else :\n",
+    "                player_y = math.floor(int(state.get(\"player_y\"))/20) \n",
+    "                top = math.floor(int(state.get(\"next_pipe_top_y\"))/20)\n",
+    "                bottom = math.floor(int(state.get(\"next_pipe_bottom_y\"))/20)\n",
+    "                dist = math.floor(int(state.get(\"next_pipe_dist_to_player\"))/20)\n",
+    "                qval = q_val_far[player_y][top][bottom][dist][:]\n",
+    "            \n",
+    "#             qval = q_val_array[player_y][top][bottom][dist][:]\n",
+    "            qval_av_action[0] = qval[0]\n",
+    "            qval_av_action[1] = qval[1]\n",
+    "            print(qval[0],\" et \", qval[1])\n",
+    "            action = (np.argmax(qval_av_action))\n",
+    "            print(\"action = \", action)\n",
+    "        #Take action, observe new state S'\n",
+    "        #Observe reward\n",
+    "        reward = p.act(119*action)\n",
+    "        state = game.getGameState()\n",
+    "\n",
+    "            #Get max_Q(S',a)\n",
+    "        if (player_y - top < n_near_width/2 and player_y - bottom < n_near_width/2 and dist < n_near_dist):\n",
+    "            newQ = q_val_near[player_y - top + math.floor(n_near_width/2)][player_y - bottom + math.floor(n_near_width/2)][dist][:]\n",
+    "        else :\n",
+    "            player_y = math.floor(int(state.get(\"player_y\"))/20) \n",
+    "            top = math.floor(int(state.get(\"next_pipe_top_y\"))/20)\n",
+    "            bottom = math.floor(int(state.get(\"next_pipe_bottom_y\"))/20)\n",
+    "            dist = math.floor(int(state.get(\"next_pipe_dist_to_player\"))/20)\n",
+    "            print([player_y, top , bottom, dist])\n",
+    "            newQ = q_val_far[player_y][top][bottom][dist][:]\n",
+    "        maxQ = np.max(newQ)       \n",
+    "\n",
+    "        custom_reward = reward + c_reward(state)\n",
+    "\n",
+    "        if reward != -5: #non-terminal state\n",
+    "            update = (custom_reward  + gamma * maxQ)\n",
+    "        else:\n",
+    "            update = reward\n",
+    "        newQ[action] += update #target output        \n",
+    "        \n",
+    "        print(\"Game #: %s\" % (i,))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 0\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 0\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 0\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 0\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 0\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 0\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 0\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 0\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 0\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 0\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 0\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 0\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 0\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 0\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 0\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 0\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 0\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 0\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 1\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 1\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 1\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 1\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 1\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 1\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 1\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 1\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 1\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 1\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 1\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "-15.0\n",
+      "Game #: 2\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 2\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 2\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 2\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 2\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 2\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 2\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 2\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 2\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 2\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 2\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 2\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 2\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 2\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 2\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 2\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 2\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 2\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 2\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 2\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 2\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 2\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 2\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 2\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 2\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 2\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 2\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 3\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 3\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 4\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 4\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 4\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 4\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 5\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 5\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 5\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 5\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 5\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 5\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 5\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 5\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 5\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 5\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 5\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 5\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 5\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 5\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 5\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 5\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 5\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 5\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 6\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 6\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 6\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 6\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 6\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 6\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 6\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 6\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 6\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 6\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 6\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 6\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 6\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 6\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 6\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 6\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 6\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 6\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 6\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 6\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 6\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 6\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 6\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 6\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 6\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 7\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 7\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 7\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 7\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 7\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 7\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 7\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 7\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 7\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 7\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 7\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 7\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 7\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 7\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 7\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 7\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 7\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 7\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 7\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 7\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 7\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 7\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 7\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 7\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 7\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 7\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 7\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 7\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 7\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 7\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 7\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 7\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 8\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 8\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 8\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 8\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 8\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 8\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 8\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 8\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 8\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 8\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 8\n",
+      "0.199  et  0.1\n",
+      "-6.0\n",
+      "Game #: 8\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 8\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 8\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 8\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 8\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 8\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 8\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 8\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 8\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 8\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 8\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 8\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 8\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 8\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 8\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 8\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 8\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 8\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 8\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 8\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 8\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 8\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 8\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 8\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 8\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 8\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 8\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 8\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 8\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 8\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 8\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 8\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 8\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 8\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 8\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 9\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 9\n",
+      "random action =  0\n",
+      "-15.0\n",
+      "Game #: 9\n",
+      "random action =  0\n",
+      "-14.0\n",
+      "Game #: 9\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 9\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 9\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 9\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 9\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 9\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 9\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 9\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 9\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 9\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 9\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 9\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 9\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 9\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 9\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 9\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 9\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 9\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 9\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 9\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 9\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 9\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 9\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 9\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 9\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 9\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 9\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 9\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 9\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 9\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 9\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 9\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 9\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 9\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 9\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 9\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 9\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 9\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 9\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 9\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 9\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 9\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 9\n",
+      "random action =  0\n",
+      "-15.0\n",
+      "Game #: 10\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 10\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 10\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 10\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 10\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 10\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 10\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 10\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 10\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 10\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 10\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 10\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 10\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 10\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 10\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 10\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 10\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 10\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 10\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 10\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 10\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 10\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 10\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 10\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 10\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 10\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 10\n",
+      "random action =  0\n",
+      "-11.0\n",
+      "Game #: 11\n",
+      "random action =  0\n",
+      "-11.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 11\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 11\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 11\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 11\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 11\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 11\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 11\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 11\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 11\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 11\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 11\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 11\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 11\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 11\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 11\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 11\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 11\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 11\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 11\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 11\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 11\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 11\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 11\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 11\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 11\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 11\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 11\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 11\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 11\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 11\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 11\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 11\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 11\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 12\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 12\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 12\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 12\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 12\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 12\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 12\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 12\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 12\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 12\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 12\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 12\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 12\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 12\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 12\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 12\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 12\n",
+      "0.299  et  0.0\n",
+      "2.0\n",
+      "Game #: 12\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 12\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 12\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 12\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 12\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 13\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 13\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 13\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 13\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 13\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 13\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 13\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 13\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 13\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 13\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 13\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 13\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 13\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 13\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 14\n",
+      "0.0  et  5.1\n",
+      "0.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 14\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 14\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 14\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 14\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 14\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 14\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 14\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 14\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 14\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 14\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 14\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 14\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 14\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 14\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 14\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 14\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 14\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 14\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 14\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 14\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 14\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 14\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 14\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 14\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 14\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 14\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 14\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 14\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 14\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 14\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 14\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 14\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 14\n",
+      "random action =  0\n",
+      "-14.0\n",
+      "Game #: 15\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 15\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 15\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 15\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 15\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 15\n",
+      "0.299  et  0.0\n",
+      "-7.0\n",
+      "Game #: 15\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 15\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 15\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 15\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 15\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 15\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 15\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 15\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 15\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 15\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 15\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 15\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 15\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 15\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 15\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 15\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 15\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 15\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 15\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 15\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 15\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 15\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 15\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 15\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 15\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 15\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 15\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 15\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 15\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 15\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 15\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 15\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 15\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 15\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 15\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 15\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 15\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 15\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 15\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 15\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 15\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 15\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 15\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 15\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 15\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 15\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 15\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 15\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 15\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 15\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 15\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 15\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 16\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 16\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 16\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 16\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 16\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 16\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 16\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 16\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 16\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 16\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 16\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 16\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 16\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 16\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 16\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 16\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 16\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 16\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 16\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 16\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 16\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 16\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 16\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 16\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 16\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 16\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 16\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 16\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 16\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 16\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 16\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 16\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 16\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 16\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 16\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 16\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 16\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 16\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 16\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 16\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 16\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 16\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 16\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 16\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 16\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 16\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 16\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 16\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 16\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 16\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 16\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 16\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 16\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 16\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 16\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 16\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 16\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 16\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 16\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 16\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 16\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 16\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 17\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 17\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 17\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 17\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 17\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 17\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 17\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 17\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 17\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 17\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 17\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 17\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 17\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 17\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 17\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 17\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 17\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 17\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 17\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 17\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 17\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 17\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 17\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 17\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 17\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 17\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 17\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 17\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 17\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 17\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 17\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 17\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 17\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 17\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 17\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 17\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 17\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 17\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 17\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 17\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 17\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 17\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 18\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 18\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 18\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 18\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 18\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 18\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 18\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 18\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 18\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 18\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 18\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 18\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 19\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 19\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 19\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 19\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 19\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 19\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 19\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 19\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 19\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 19\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 19\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 19\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 19\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 19\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 19\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 19\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 19\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 19\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 19\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 19\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 19\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 19\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 19\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 19\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 19\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 19\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 19\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 19\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 19\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 19\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 19\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 19\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 19\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 19\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 19\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 19\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 19\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 19\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 19\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 19\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 19\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 19\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 19\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 19\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 19\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 19\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 19\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 19\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 19\n",
+      "random action =  0\n",
+      "-13.0\n",
+      "Game #: 20\n",
+      "5.1  et  0.0\n",
+      "-13.0\n",
+      "Game #: 20\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 20\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 20\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 20\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 20\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 20\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 20\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 20\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 20\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 20\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 20\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 20\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 20\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 20\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 20\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 20\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 20\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 20\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 20\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 20\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 20\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 20\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 20\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 20\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 20\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 20\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 20\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 20\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 20\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 20\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 20\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 20\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 20\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 20\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 20\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 20\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 20\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 20\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 20\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 20\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 20\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 20\n",
+      "random action =  1\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "-8.0\n",
+      "Game #: 20\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 20\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 20\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 20\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 20\n",
+      "0.0  et  0.0\n",
+      "-15.0\n",
+      "Game #: 21\n",
+      "random action =  0\n",
+      "-15.0\n",
+      "Game #: 21\n",
+      "random action =  0\n",
+      "-14.0\n",
+      "Game #: 21\n",
+      "0.1  et  0.0\n",
+      "-13.0\n",
+      "Game #: 21\n",
+      "random action =  0\n",
+      "-12.0\n",
+      "Game #: 21\n",
+      "random action =  0\n",
+      "-11.0\n",
+      "Game #: 21\n",
+      "random action =  0\n",
+      "-10.0\n",
+      "Game #: 21\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 21\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 21\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 21\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 21\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 21\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 21\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 21\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 21\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 21\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 21\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 21\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 21\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 21\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 21\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 21\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 21\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 21\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 21\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 21\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 21\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 21\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 21\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 21\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 21\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 21\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 21\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 21\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 21\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 22\n",
+      "5.1  et  0.0\n",
+      "-16.0\n",
+      "Game #: 22\n",
+      "0.299  et  0.0\n",
+      "-15.0\n",
+      "Game #: 22\n",
+      "random action =  0\n",
+      "-14.0\n",
+      "Game #: 22\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 22\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 22\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 22\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 22\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 22\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 22\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 22\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 22\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 22\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 22\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 22\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 22\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 22\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 22\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 22\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 22\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 22\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 22\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 22\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 22\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 22\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 22\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 22\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 22\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 22\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 22\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 22\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 22\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 22\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 22\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 22\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 22\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 22\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 22\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 23\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 23\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 23\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 23\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 23\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 23\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 23\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 23\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 23\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 23\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 23\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 23\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 23\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 23\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 23\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 23\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 23\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 23\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 23\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 23\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 23\n",
+      "0.299  et  0.0\n",
+      "8.0\n",
+      "Game #: 23\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 23\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 23\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 23\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 23\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 23\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 23\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 23\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 23\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 23\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 23\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 23\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 24\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 24\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 24\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 24\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 24\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 24\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 24\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 24\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 24\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 24\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 24\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 24\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 24\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 24\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 24\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 24\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 24\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 24\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 24\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 24\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 24\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 24\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 24\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 24\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 24\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 24\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 24\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 24\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 24\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 24\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 24\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 24\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 24\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 24\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 24\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 24\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 24\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 24\n",
+      "0.199  et  0.0\n",
+      "-7.0\n",
+      "Game #: 24\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 24\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 24\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 24\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 24\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 24\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 24\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 24\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 24\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 24\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 24\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 24\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 24\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 24\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 24\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 24\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 24\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 24\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 24\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 24\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 24\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 24\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 24\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 24\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 25\n",
+      "0.0  et  5.1\n",
+      "0.0\n",
+      "Game #: 25\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 25\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 25\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 25\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 25\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 25\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 25\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 25\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 25\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 25\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 25\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 25\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 25\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 25\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 25\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 25\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 25\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 25\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 25\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 25\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 25\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 25\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 25\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 25\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 25\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 25\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 25\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 25\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 25\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 25\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 25\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 25\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 25\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 25\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 25\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 25\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 25\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 25\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 25\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 25\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 25\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 25\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 25\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 25\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 25\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 25\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 25\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 25\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 25\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 25\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 25\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 25\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 26\n",
+      "0.0  et  5.1\n",
+      "0.0\n",
+      "Game #: 26\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 26\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 26\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 26\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 26\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 26\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 26\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 26\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 26\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 26\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 26\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 26\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 26\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 26\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 26\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 26\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 26\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 26\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 26\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 26\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 26\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 26\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 26\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 26\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 26\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 26\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 26\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 26\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 26\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 26\n",
+      "0.199  et  0.0\n",
+      "-2.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 26\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 26\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 26\n",
+      "random action =  0\n",
+      "-13.0\n",
+      "Game #: 27\n",
+      "random action =  0\n",
+      "-13.0\n",
+      "Game #: 27\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 27\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 27\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 27\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 27\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 27\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 27\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 27\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 27\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 27\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 27\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 27\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 27\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 27\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 27\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 27\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 27\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 27\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 27\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 27\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 27\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 27\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 27\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 27\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 27\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 27\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 27\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 27\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 27\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 27\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 27\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 27\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 27\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 27\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 27\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 27\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 27\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 27\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 27\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 27\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 27\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 27\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 27\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 27\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 27\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 27\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 27\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 27\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 27\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 27\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 27\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 27\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 27\n",
+      "random action =  0\n",
+      "-15.0\n",
+      "Game #: 28\n",
+      "random action =  0\n",
+      "-15.0\n",
+      "Game #: 28\n",
+      "random action =  0\n",
+      "-14.0\n",
+      "Game #: 28\n",
+      "0.1  et  0.0\n",
+      "-13.0\n",
+      "Game #: 28\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 28\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 28\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 28\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 28\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 28\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 28\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 28\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 28\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 28\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 28\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 28\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 28\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 28\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 28\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 28\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 28\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 28\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 28\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 28\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 28\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 28\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 28\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 28\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 28\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 28\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 28\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 28\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 28\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 28\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 28\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 28\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 28\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 28\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 28\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 28\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 28\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 29\n",
+      "5.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 29\n",
+      "random action =  0\n",
+      "-15.0\n",
+      "Game #: 29\n",
+      "random action =  0\n",
+      "-14.0\n",
+      "Game #: 29\n",
+      "0.0  et  0.0\n",
+      "-13.0\n",
+      "Game #: 29\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 29\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 29\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 29\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 29\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 29\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 29\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 29\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 29\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 29\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 29\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 29\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 29\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 29\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 29\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 29\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 29\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 29\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 29\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 29\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 29\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 29\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 29\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 29\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 29\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 29\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 29\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 29\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 29\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "0.0  et  15.249\n",
+      "0.0\n",
+      "Game #: 30\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 30\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 30\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 30\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 30\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 30\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 30\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 30\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 30\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 30\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 30\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 30\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 30\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 30\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 30\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 30\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 30\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 30\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 31\n",
+      "0.0  et  4.1\n",
+      "0.0\n",
+      "Game #: 31\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 31\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 31\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 31\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 31\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 31\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 31\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 31\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 31\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 31\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 31\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 31\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 31\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 31\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 31\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 31\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 31\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 31\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 31\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 31\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 31\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 31\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 31\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 31\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 31\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 31\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 31\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 31\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 31\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 31\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 31\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 31\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 31\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 31\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 31\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 31\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 31\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 31\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 31\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 31\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 31\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 31\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 31\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 31\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 31\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 31\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 31\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 31\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 31\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 31\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 31\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 31\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 31\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 31\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 31\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 31\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 31\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 31\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 31\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 31\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 31\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "5.1  et  0.0\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 32\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 32\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 32\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 32\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 32\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 32\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 32\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 32\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 32\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 32\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 32\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 32\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 32\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 32\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 32\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 32\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 32\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 33\n",
+      "5.1  et  10.149\n",
+      "0.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 33\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 33\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 33\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 33\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 33\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 33\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 33\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 33\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 33\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 33\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 33\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 33\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 33\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 33\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 33\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 33\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 33\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 33\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 33\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 33\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 33\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 33\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 33\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 33\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 33\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 33\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 33\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 33\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 33\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 33\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 33\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 33\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 33\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 34\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 34\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 34\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 34\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 34\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 34\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 34\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 34\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 34\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 34\n",
+      "0.1  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 34\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 34\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 34\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 34\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 34\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 34\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 34\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 34\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 34\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 34\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 34\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 34\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 34\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 34\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 34\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 34\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 34\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 34\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 34\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 34\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 34\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 34\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 34\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 34\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 34\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 34\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 34\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 34\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 34\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 34\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 34\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 34\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 34\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 34\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 34\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 34\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 34\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 34\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 34\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 34\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 34\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 34\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 34\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 34\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 34\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 34\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 34\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 34\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 34\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 34\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 34\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 34\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 35\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 35\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 35\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 35\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 35\n",
+      "0.199  et  0.0\n",
+      "-6.0\n",
+      "Game #: 35\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 35\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 35\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 35\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 35\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 35\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 35\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 35\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 35\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 35\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 35\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 35\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 35\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 35\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 35\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 35\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 35\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 35\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 35\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 35\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 35\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 35\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 35\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 35\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 35\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 35\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 35\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 35\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 35\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 35\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 35\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 35\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 35\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 35\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 35\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 35\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 35\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 35\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 35\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 35\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 35\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 35\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 35\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 35\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 35\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 35\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 35\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 35\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 35\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 35\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 35\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 35\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 35\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 35\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 35\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 35\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 35\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 36\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 36\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 36\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 36\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 36\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 36\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 36\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 36\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 36\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 36\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 36\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 36\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 36\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 36\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 36\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 36\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 36\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 36\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 36\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 36\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 36\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 36\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 36\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 36\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 36\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 36\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 36\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 36\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 36\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 36\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 36\n",
+      "0.199  et  0.0\n",
+      "-6.0\n",
+      "Game #: 36\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 36\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 36\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 36\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 36\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 36\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 36\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 36\n",
+      "0.199  et  0.099\n",
+      "-7.0\n",
+      "Game #: 36\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 36\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 36\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 36\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 36\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 37\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 37\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 37\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 37\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 37\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 37\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 37\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 37\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 37\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 37\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 37\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 37\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 37\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 37\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 37\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 37\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 37\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 37\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 37\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 37\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 37\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 37\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 37\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 37\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 37\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 37\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 37\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 37\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 37\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 37\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 37\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 37\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 37\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 37\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 37\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 37\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 37\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 37\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 37\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 37\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 37\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 37\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 37\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 37\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 37\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 37\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 37\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 37\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 37\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 37\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 37\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 37\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 37\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 37\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 37\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 37\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 37\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 37\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 37\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 37\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 37\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 37\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 38\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 38\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 38\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 38\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 38\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 38\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 38\n",
+      "random action =  1\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "-8.0\n",
+      "Game #: 38\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 38\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 38\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 38\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 38\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 38\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 38\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 38\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 38\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 38\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 38\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 38\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 38\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 38\n",
+      "0.299  et  0.0\n",
+      "-7.0\n",
+      "Game #: 38\n",
+      "0.199  et  0.1\n",
+      "-6.0\n",
+      "Game #: 38\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 38\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 38\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 38\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 38\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 38\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 38\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 38\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 38\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 38\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 38\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 38\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 38\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 38\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 38\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 38\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 38\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 38\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 38\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 38\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 38\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 38\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 38\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 38\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 38\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 38\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 38\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 38\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 38\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 38\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 38\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 38\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 38\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 38\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 38\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 38\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 38\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 38\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 38\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 38\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 39\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 39\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 39\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 39\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 39\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 39\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 39\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 39\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 39\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 39\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 39\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 39\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 39\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 39\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 39\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 39\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 39\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 39\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 39\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 39\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 39\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 39\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 39\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 39\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 39\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 39\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 39\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 39\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 39\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 39\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 39\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 39\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 39\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 39\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 39\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 39\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 39\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 39\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 39\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 39\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 39\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 39\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 39\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 39\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 39\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 39\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 39\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 39\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 39\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 39\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 39\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 39\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 39\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 39\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 39\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 39\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 39\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 39\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 39\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 39\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 39\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 39\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 40\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 40\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 40\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 40\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 40\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 40\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 40\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 40\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 40\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 40\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 40\n",
+      "0.299  et  0.0\n",
+      "2.0\n",
+      "Game #: 40\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 40\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 40\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 40\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 40\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 40\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 40\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 40\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 40\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 40\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 40\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 40\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 40\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 40\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 40\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 40\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 40\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 40\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 40\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 40\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 40\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 40\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 40\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 40\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 40\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 40\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 40\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 40\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 40\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 40\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 40\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 40\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 40\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 40\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 40\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 40\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 40\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 40\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 40\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 40\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 40\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 41\n",
+      "0.0  et  15.249\n",
+      "0.0\n",
+      "Game #: 41\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 41\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 41\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 41\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 41\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 41\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 41\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 41\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 41\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 41\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 41\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 41\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 41\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 41\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 41\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 41\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 41\n",
+      "0.199  et  0.29701\n",
+      "-8.0\n",
+      "Game #: 41\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 41\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 41\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 41\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 41\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 41\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 41\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 41\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 41\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 41\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 41\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 41\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 41\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 41\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 41\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 41\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 41\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 41\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 41\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 41\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 41\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 41\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 41\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 41\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 41\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 41\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 41\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 41\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 41\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 41\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 41\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 41\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 41\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 41\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 41\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 41\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 41\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 41\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 41\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 41\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 41\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 41\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 41\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 41\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 42\n",
+      "5.1  et  0.0\n",
+      "-8.0\n",
+      "Game #: 42\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 42\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 42\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 42\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 42\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 42\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 42\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 42\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 42\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 42\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 42\n",
+      "0.299  et  0.0\n",
+      "3.0\n",
+      "Game #: 42\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 42\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 42\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 42\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 42\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 42\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 42\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 42\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 42\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 42\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 42\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 42\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 42\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 42\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 42\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 42\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 42\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 42\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 42\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 42\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 42\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 42\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 42\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 42\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 42\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 42\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 42\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 42\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 42\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 42\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 42\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 42\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 42\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 42\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 42\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 42\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 42\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 42\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 42\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 42\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 42\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 42\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 42\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 42\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 42\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 42\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 42\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 42\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 42\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 42\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 43\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 43\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 43\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 43\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 43\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 43\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 43\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 43\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 43\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 43\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 43\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 43\n",
+      "0.299  et  0.0\n",
+      "-4.0\n",
+      "Game #: 43\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 43\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 43\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 43\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 43\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 43\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 43\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 43\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 43\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 43\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 43\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 43\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 43\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 43\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 43\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 43\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 43\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 43\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 43\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 43\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 43\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 43\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 43\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 43\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 43\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 43\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 43\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 43\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 43\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 43\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 43\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 43\n",
+      "0.199  et  0.19701\n",
+      "-8.0\n",
+      "Game #: 43\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 43\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 43\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 43\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 43\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 43\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 43\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 43\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 43\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 43\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 43\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 43\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 43\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 43\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 43\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 43\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 43\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 43\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 44\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 44\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 44\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 44\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 44\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 44\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 44\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 44\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 44\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 44\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 44\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 44\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 44\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 44\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 44\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 44\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 44\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 44\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 44\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 44\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 44\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 44\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 44\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 44\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 44\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 44\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 44\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 44\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 44\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 44\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 44\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 44\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 44\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 44\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 44\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 44\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 44\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 44\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 44\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 44\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 44\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 44\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 44\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 44\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 44\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 44\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 44\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 44\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 44\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 44\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 44\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 44\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 44\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 44\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 44\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 44\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 44\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 44\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 44\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 44\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 44\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 44\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 45\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 45\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 45\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 45\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 45\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 45\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 45\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 45\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 45\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 45\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 45\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 45\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 45\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 45\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 45\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 45\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 45\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 45\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 45\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 45\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 45\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 45\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 45\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 45\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 45\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 45\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 45\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 45\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 45\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 45\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 45\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 45\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 45\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 45\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 45\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 45\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 45\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 45\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 45\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 45\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 45\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 45\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 46\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 46\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 46\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 46\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 46\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 46\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 46\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 46\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 46\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 46\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 46\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 46\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 46\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 46\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 46\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 46\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 46\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 46\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 46\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 46\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 46\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 46\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 46\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 46\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 46\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 46\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 46\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 46\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 46\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 46\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 46\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 46\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 46\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 46\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 46\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 46\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 46\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 46\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 46\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 46\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 46\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 46\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 46\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 46\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 46\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 46\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 46\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 46\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 46\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 46\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 46\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 46\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 46\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 46\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 46\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 46\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 46\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 46\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 46\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 46\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 46\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 46\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 47\n",
+      "5.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 47\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 47\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 47\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 47\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 47\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 47\n",
+      "0.299  et  0.0\n",
+      "-4.0\n",
+      "Game #: 47\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 47\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 47\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 47\n",
+      "0.298  et  0.1\n",
+      "-7.0\n",
+      "Game #: 47\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 47\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 47\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 47\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 47\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 47\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 47\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 47\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 47\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 47\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 47\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 47\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 47\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 47\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 47\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 47\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 47\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 47\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 47\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 47\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 47\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 47\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 47\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 47\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 47\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 47\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 47\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 47\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 47\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 47\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 47\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 47\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 47\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 47\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 47\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 47\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 47\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 47\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 47\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 47\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 47\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 47\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 47\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 47\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 47\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 47\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 47\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 47\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 47\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 47\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 47\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 47\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 47\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 47\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 47\n",
+      "0.0  et  1.0\n",
+      "0.0\n",
+      "Game #: 47\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 47\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 47\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 47\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 47\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 47\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 47\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 47\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 47\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 47\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 48\n",
+      "0.0  et  14.249\n",
+      "0.0\n",
+      "Game #: 48\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 48\n",
+      "0.7880599  et  0.0\n",
+      "2.0\n",
+      "Game #: 48\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 48\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 48\n",
+      "0.1  et  0.69302\n",
+      "0.0\n",
+      "Game #: 48\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 48\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 48\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 48\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 48\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 48\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 48\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 48\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 48\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 48\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 48\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 48\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 48\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 48\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 48\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 48\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 48\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 48\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 48\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 48\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 48\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 48\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 48\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 48\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 48\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 48\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 48\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 48\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 48\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 49\n",
+      "15.05  et  0.0\n",
+      "-8.0\n",
+      "Game #: 49\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 49\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 49\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 49\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 49\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 49\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 49\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 49\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 49\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 49\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 49\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 49\n",
+      "0.9870599  et  0.0\n",
+      "3.0\n",
+      "Game #: 49\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 49\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 49\n",
+      "0.299  et  0.099\n",
+      "-7.0\n",
+      "Game #: 49\n",
+      "1.2840699  et  0.0\n",
+      "-6.0\n",
+      "Game #: 49\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 49\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 49\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 49\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 49\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 49\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 49\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 49\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 49\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 49\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 49\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 49\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 49\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 49\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 49\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 49\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 49\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 49\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 49\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 49\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 49\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 49\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 49\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 49\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 49\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 49\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 49\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 49\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 49\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 49\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 49\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 49\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 49\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 49\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 49\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 49\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 49\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 49\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 49\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 49\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 49\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 49\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 49\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 49\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 49\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 49\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 49\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 49\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 49\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 49\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 49\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 49\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 49\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 49\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 49\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 50\n",
+      "9.149  et  5.1\n",
+      "-16.0\n",
+      "Game #: 50\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 50\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 50\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 50\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 50\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 50\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 50\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 50\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 50\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 50\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 50\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 50\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 50\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 50\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 50\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 50\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 50\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 50\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 50\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 50\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 50\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 50\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 50\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 50\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 50\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 50\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 50\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 50\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 50\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 50\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 50\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 50\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 50\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 50\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 50\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 50\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 50\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 50\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 50\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 50\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 50\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 50\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 50\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 50\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 50\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 50\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 50\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 50\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 50\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 50\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 51\n",
+      "35.44551  et  40.1910549\n",
+      "0.0\n",
+      "Game #: 51\n",
+      "0.1  et  0.39402\n",
+      "-8.0\n",
+      "Game #: 51\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 51\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 51\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 51\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 51\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 51\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 51\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 51\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 51\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 51\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 51\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 51\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 51\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 51\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 51\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 51\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 51\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 51\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 51\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 51\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 51\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 51\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 51\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 51\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 51\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 51\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 51\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 51\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 51\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 51\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 51\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 51\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 51\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 51\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 51\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 51\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 51\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 51\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 51\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 51\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 51\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 51\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 51\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 51\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 51\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 51\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 51\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 51\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 51\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 51\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 51\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 51\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 51\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 51\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 51\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 51\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 51\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 51\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 51\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 51\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 52\n",
+      "0.0  et  15.249\n",
+      "0.0\n",
+      "Game #: 52\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 52\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 52\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 52\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 52\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 52\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 52\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 52\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 52\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 52\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 52\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 52\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 52\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 52\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 52\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 52\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 52\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 52\n",
+      "0.299  et  0.0\n",
+      "-5.0\n",
+      "Game #: 52\n",
+      "0.7880599  et  0.69501\n",
+      "-4.0\n",
+      "Game #: 52\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 52\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 52\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 52\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 52\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 52\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 52\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 52\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 52\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 52\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 52\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 52\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 52\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 52\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 52\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 52\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 52\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 52\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 52\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 52\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 52\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 52\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 52\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 52\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 52\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 52\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 52\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 52\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 52\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 52\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 52\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 52\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 52\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 52\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 52\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 52\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 52\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 52\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 52\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 52\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 52\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 52\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 53\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 53\n",
+      "random action =  0\n",
+      "-15.0\n",
+      "Game #: 53\n",
+      "0.299  et  0.0\n",
+      "-14.0\n",
+      "Game #: 53\n",
+      "0.0  et  0.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "-13.0\n",
+      "Game #: 53\n",
+      "0.39601  et  0.0\n",
+      "-12.0\n",
+      "Game #: 53\n",
+      "random action =  0\n",
+      "-11.0\n",
+      "Game #: 53\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 53\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 53\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 53\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 53\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 53\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 53\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 53\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 53\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 53\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 53\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 53\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 53\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 53\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 53\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 53\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 53\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 53\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 53\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 53\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 53\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 53\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 53\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 53\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 53\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 54\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 54\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 54\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 54\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 54\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 54\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 54\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 54\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 54\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 54\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 54\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 54\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 54\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 54\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 54\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 54\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 54\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 54\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 54\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 54\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 54\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 54\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 54\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 54\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 54\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 54\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 54\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 54\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 54\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 54\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 55\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 55\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 55\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 55\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 55\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 55\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 55\n",
+      "0.49601  et  0.1\n",
+      "-5.0\n",
+      "Game #: 55\n",
+      "0.299  et  0.0\n",
+      "-4.0\n",
+      "Game #: 55\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 55\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 55\n",
+      "0.299  et  0.0\n",
+      "-7.0\n",
+      "Game #: 55\n",
+      "0.199  et  0.1\n",
+      "-6.0\n",
+      "Game #: 55\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 55\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 55\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 55\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 55\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 55\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 55\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 55\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 55\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 55\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 55\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 55\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 55\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 55\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 55\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 55\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 55\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 55\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 55\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 55\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 55\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 55\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 55\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 55\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 55\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 55\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 55\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 55\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 55\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 55\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 55\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 55\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 55\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 55\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 55\n",
+      "0.0  et  0.0\n",
+      "-15.0\n",
+      "Game #: 56\n",
+      "5.1  et  0.0\n",
+      "-15.0\n",
+      "Game #: 56\n",
+      "random action =  0\n",
+      "-14.0\n",
+      "Game #: 56\n",
+      "0.199  et  0.1\n",
+      "-13.0\n",
+      "Game #: 56\n",
+      "0.199  et  0.1\n",
+      "-12.0\n",
+      "Game #: 56\n",
+      "0.1  et  0.0\n",
+      "-11.0\n",
+      "Game #: 56\n",
+      "0.1  et  0.0\n",
+      "-10.0\n",
+      "Game #: 56\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 56\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 56\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 56\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 56\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 56\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 56\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 56\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 56\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 56\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 56\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 56\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 56\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 56\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 56\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 56\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 56\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 56\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 56\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 56\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 56\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 56\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 56\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 56\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 56\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 56\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 56\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 56\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 56\n",
+      "0.299  et  0.099\n",
+      "2.0\n",
+      "Game #: 56\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 56\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 56\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 56\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 56\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 56\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 56\n",
+      "0.299  et  0.099\n",
+      "2.0\n",
+      "Game #: 56\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 56\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 56\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 56\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 56\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 56\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 56\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 56\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 56\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 56\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 56\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 56\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 56\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 56\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 56\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 56\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 56\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 56\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 56\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 56\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 57\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 57\n",
+      "0.299  et  0.29601\n",
+      "1.0\n",
+      "Game #: 57\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 57\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 57\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 57\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 57\n",
+      "0.59302  et  0.1\n",
+      "7.0\n",
+      "Game #: 57\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 57\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 57\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 57\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 57\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 57\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 57\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 57\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 57\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 57\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 57\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 57\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 57\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 57\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 57\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 57\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 57\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 57\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 57\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 57\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 58\n",
+      "10.149  et  5.1\n",
+      "-8.0\n",
+      "Game #: 58\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 58\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 58\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 58\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 58\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 58\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 58\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 58\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 58\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 58\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 58\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 58\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 58\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 58\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 58\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 58\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 58\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 58\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 58\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 58\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 58\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 58\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 58\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 58\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 58\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 58\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 58\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 58\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 58\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 58\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 58\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 58\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 58\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 58\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 58\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 58\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 58\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 58\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 58\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 58\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 58\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 58\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 58\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 58\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 58\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 58\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 58\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 58\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 58\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 58\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 58\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 58\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 58\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 58\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 58\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 58\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 58\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 58\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 58\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 58\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 58\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 59\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 59\n",
+      "0.29701  et  0.199\n",
+      "2.0\n",
+      "Game #: 59\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 59\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 59\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 59\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 59\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 59\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 59\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 59\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 59\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 59\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 59\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 59\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 59\n",
+      "0.199  et  0.1\n",
+      "-6.0\n",
+      "Game #: 59\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 59\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 59\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 59\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 59\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 59\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 59\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 59\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 59\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 59\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 59\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 59\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 59\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 59\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 59\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 59\n",
+      "0.0  et  0.0\n",
+      "-15.0\n",
+      "Game #: 60\n",
+      "5.1  et  0.0\n",
+      "-15.0\n",
+      "Game #: 60\n",
+      "random action =  0\n",
+      "-14.0\n",
+      "Game #: 60\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 60\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 60\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 60\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 60\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 60\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 60\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 60\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 60\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 60\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 60\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 60\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 60\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 60\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 60\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 60\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 60\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 60\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 60\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 60\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 60\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 60\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 60\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 60\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 60\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 60\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 60\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 60\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 60\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 60\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 60\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 60\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 60\n",
+      "0.0  et  0.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "10.0\n",
+      "Game #: 60\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 60\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 60\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 60\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 60\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 60\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 60\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 60\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 60\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 60\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 60\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 60\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 60\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 60\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 60\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 60\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 60\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 60\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 60\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 60\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 60\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 60\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 60\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 60\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 60\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 60\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 60\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 61\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 61\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 61\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 61\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 61\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 61\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 61\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 61\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 61\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 61\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 61\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 61\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 61\n",
+      "0.9870599  et  1.077189301\n",
+      "0.0\n",
+      "Game #: 61\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 61\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 61\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 61\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 61\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 61\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 61\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 61\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 61\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 61\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 61\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 61\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 61\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 61\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 61\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 61\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 61\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 61\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 61\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 61\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 61\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 61\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 61\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 61\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 61\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 61\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 61\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 61\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 61\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 61\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 61\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 61\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 61\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 61\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 61\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 61\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 61\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 61\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 61\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 61\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 61\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 61\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 61\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 61\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 61\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 61\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 61\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 61\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 61\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 62\n",
+      "0.0  et  5.1\n",
+      "0.0\n",
+      "Game #: 62\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 62\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 62\n",
+      "0.59501  et  0.0\n",
+      "3.0\n",
+      "Game #: 62\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 62\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 62\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 62\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 62\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 62\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 62\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 62\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 62\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 62\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 62\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 62\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 62\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 62\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 62\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 62\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 62\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 62\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 62\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 62\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 62\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 62\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 62\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 62\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 62\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 62\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 62\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 62\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 62\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 62\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 62\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 62\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 62\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 62\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 62\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 62\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 62\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 62\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 62\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 62\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 62\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 62\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 62\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 62\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 62\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 62\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 62\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 62\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 62\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 62\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 62\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 62\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 62\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 62\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 62\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 62\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 62\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 62\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 63\n",
+      "10.149  et  5.1\n",
+      "-8.0\n",
+      "Game #: 63\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 63\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 63\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 63\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 63\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 63\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 63\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 63\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 63\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 63\n",
+      "0.59501  et  0.0\n",
+      "3.0\n",
+      "Game #: 63\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 63\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 63\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 63\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 63\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 63\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 63\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 63\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 63\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 63\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 63\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 63\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 63\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 63\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 63\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 63\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 63\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 63\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 63\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 63\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 63\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 63\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 63\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 63\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 63\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 63\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 63\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 63\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 63\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 63\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 63\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 63\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 63\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 63\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 63\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 63\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 63\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 63\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 63\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 63\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 63\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 63\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 63\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 63\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 63\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 63\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 63\n",
+      "0.0  et  0.0\n",
+      "-15.0\n",
+      "Game #: 64\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 64\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 64\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 64\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 64\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 64\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 64\n",
+      "0.199  et  0.1\n",
+      "-5.0\n",
+      "Game #: 64\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 64\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 64\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 64\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 64\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 64\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 64\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 64\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 64\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 64\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 64\n",
+      "0.299  et  0.0\n",
+      "-7.0\n",
+      "Game #: 64\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 64\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 64\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 64\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 64\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 64\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 64\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 64\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 64\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 64\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 64\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 64\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 64\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 64\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 64\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 64\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 64\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 64\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 64\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 64\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 64\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 64\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 64\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 64\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 64\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 64\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 64\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 64\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 64\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 64\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 64\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 64\n",
+      "0.199  et  0.0\n",
+      "-7.0\n",
+      "Game #: 64\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 64\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 64\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 64\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 64\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 64\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 65\n",
+      "5.1  et  10.149\n",
+      "0.0\n",
+      "Game #: 65\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 65\n",
+      "0.39601  et  0.1\n",
+      "2.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 65\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 65\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 65\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 65\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 65\n",
+      "0.59501  et  0.6890599\n",
+      "0.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 65\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 65\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 65\n",
+      "2.555299101  et  0.0\n",
+      "4.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 65\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 65\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 65\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 65\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 65\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 65\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 65\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 65\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 65\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 65\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 65\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 65\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 65\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 65\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 65\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 65\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 65\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 65\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 65\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 65\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 65\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 65\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 65\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 65\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 66\n",
+      "15.249  et  0.0\n",
+      "-3.0\n",
+      "Game #: 66\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 66\n",
+      "1.668239201  et  0.0\n",
+      "-1.0\n",
+      "Game #: 66\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 66\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 66\n",
+      "0.298  et  0.1\n",
+      "-7.0\n",
+      "Game #: 66\n",
+      "0.299  et  0.0\n",
+      "-6.0\n",
+      "Game #: 66\n",
+      "0.199  et  0.1\n",
+      "-5.0\n",
+      "Game #: 66\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 66\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 66\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 66\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 66\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 66\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 66\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 66\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 66\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 66\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 66\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 66\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 66\n",
+      "0.299  et  0.0\n",
+      "-6.0\n",
+      "Game #: 66\n",
+      "0.299  et  0.0\n",
+      "-5.0\n",
+      "Game #: 66\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 66\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 66\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 66\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 66\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 66\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 66\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 66\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 66\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 66\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 66\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 66\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 66\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 66\n",
+      "0.199  et  0.0\n",
+      "-2.0\n",
+      "Game #: 66\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 66\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 66\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 66\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 66\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 66\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 66\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 66\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 66\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 66\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 66\n",
+      "0.199  et  0.0\n",
+      "-6.0\n",
+      "Game #: 66\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 66\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 66\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 66\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 66\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 66\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 66\n",
+      "0.0  et  0.0\n",
+      "-13.0\n",
+      "Game #: 67\n",
+      "15.249  et  0.0\n",
+      "-13.0\n",
+      "Game #: 67\n",
+      "0.69501  et  0.0\n",
+      "-12.0\n",
+      "Game #: 67\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 67\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 67\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 67\n",
+      "1.763318702  et  0.69302\n",
+      "4.0\n",
+      "Game #: 67\n",
+      "0.199  et  0.099\n",
+      "5.0\n",
+      "Game #: 67\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 67\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 67\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 67\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 67\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 67\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 67\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 67\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 67\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 67\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 67\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 67\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 67\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 67\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 67\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 67\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 67\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 67\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 67\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 67\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 67\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 67\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 67\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 67\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 68\n",
+      "15.249  et  0.0\n",
+      "-3.0\n",
+      "Game #: 68\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 68\n",
+      "0.299  et  0.0\n",
+      "-1.0\n",
+      "Game #: 68\n",
+      "0.199  et  0.1\n",
+      "0.0\n",
+      "Game #: 68\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 68\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 68\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 68\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 68\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 68\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 68\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 68\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 68\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 68\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 68\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 68\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 68\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 68\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 68\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 68\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 68\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 68\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 68\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 68\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 68\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 68\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 68\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 68\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 68\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 68\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 69\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 69\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 69\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 69\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 69\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 69\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 69\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 69\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 69\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 69\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 69\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 69\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 69\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 69\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 69\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 69\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 69\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 69\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 69\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 70\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 70\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 70\n",
+      "0.59501  et  0.5890599\n",
+      "1.0\n",
+      "Game #: 70\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 70\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 70\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 70\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 70\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 70\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 70\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 70\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 70\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 70\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 70\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 70\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 70\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 70\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 70\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 70\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 70\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 70\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 70\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 70\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 70\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 70\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 70\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 71\n",
+      "5.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 71\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 71\n",
+      "0.49601  et  0.0\n",
+      "0.0\n",
+      "Game #: 71\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 71\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 71\n",
+      "1.277179301  et  0.6890599\n",
+      "4.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 71\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 71\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 71\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 71\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 71\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 71\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 71\n",
+      "5.08504521099  et  0.0\n",
+      "3.0\n",
+      "Game #: 71\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 71\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 71\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 71\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 71\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 71\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 71\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 71\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 71\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 71\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 71\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 71\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 71\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 71\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 71\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 71\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 71\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 72\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 72\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 72\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 72\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 72\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 72\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 72\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 72\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 72\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 72\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 72\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 72\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 72\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 72\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 72\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 72\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 72\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 72\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 72\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 72\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 72\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 72\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 72\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 72\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 72\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 72\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 72\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 73\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 73\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 73\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 73\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 73\n",
+      "0.199  et  0.1\n",
+      "-4.0\n",
+      "Game #: 73\n",
+      "0.69501  et  0.0\n",
+      "-3.0\n",
+      "Game #: 73\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 73\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 73\n",
+      "0.299  et  0.0\n",
+      "0.0\n",
+      "Game #: 73\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 73\n",
+      "1.2840699  et  1.371229201\n",
+      "0.0\n",
+      "Game #: 73\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 73\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 73\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 73\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 73\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 73\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 73\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 73\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 73\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 73\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 73\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 73\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 73\n",
+      "0.199  et  0.099\n",
+      "2.0\n",
+      "Game #: 73\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 73\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 73\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 73\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 73\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 73\n",
+      "0.7880599  et  0.1\n",
+      "4.0\n",
+      "Game #: 73\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 73\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 73\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 73\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 73\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 73\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 73\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 73\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 73\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 73\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 73\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 73\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 73\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 73\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 73\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 73\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 73\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 73\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 73\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 73\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 73\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 73\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 73\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 73\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 73\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 73\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 73\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 73\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 73\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 73\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 73\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 73\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 74\n",
+      "15.249  et  0.0\n",
+      "-16.0\n",
+      "Game #: 74\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 74\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 74\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 74\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 74\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 74\n",
+      "0.1  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 74\n",
+      "0.39601  et  0.4920499\n",
+      "0.0\n",
+      "Game #: 74\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 74\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 74\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 74\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 74\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 74\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 74\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 74\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 74\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 74\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 74\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 74\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 74\n",
+      "0.199  et  0.1\n",
+      "-7.0\n",
+      "Game #: 74\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 74\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 74\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 74\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 74\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 74\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 74\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 74\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 74\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 74\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 74\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 74\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 74\n",
+      "0.199  et  0.0\n",
+      "-7.0\n",
+      "Game #: 74\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 74\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 74\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 74\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 74\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 74\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 74\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 74\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 74\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 74\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 74\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 74\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 75\n",
+      "5.1  et  0.0\n",
+      "-9.0\n",
+      "Game #: 75\n",
+      "0.299  et  0.0\n",
+      "-8.0\n",
+      "Game #: 75\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 75\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 75\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 75\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 75\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 75\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 75\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 75\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 75\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 75\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 75\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 75\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 75\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 75\n",
+      "0.299  et  0.0\n",
+      "4.0\n",
+      "Game #: 75\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 75\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 75\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 75\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 75\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 75\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 75\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 75\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 75\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 75\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 75\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 75\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 75\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 75\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 75\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 75\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 75\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 75\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 75\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 75\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 75\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 75\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 75\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 75\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 75\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 75\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 75\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 75\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 75\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 75\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 75\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 75\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 75\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 75\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 75\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 75\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 75\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 75\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 75\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 75\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 75\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 75\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 75\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 75\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 75\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 75\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 76\n",
+      "80.334654351  et  40.1910549\n",
+      "-1.0\n",
+      "Game #: 76\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 76\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 76\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 76\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 76\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 76\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 76\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 76\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 76\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 76\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 76\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 76\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 76\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 76\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 76\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 76\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 76\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 76\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 76\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 76\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 76\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 76\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 76\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 76\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 76\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 76\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 76\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 76\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 76\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 76\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 76\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 76\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 76\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 76\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 76\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 76\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 76\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 76\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 77\n",
+      "25.29651  et  5.1\n",
+      "-16.0\n",
+      "Game #: 77\n",
+      "0.1  et  0.0\n",
+      "-15.0\n",
+      "Game #: 77\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 77\n",
+      "0.39601  et  0.5920499\n",
+      "0.0\n",
+      "Game #: 77\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 77\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 77\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 77\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 77\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 77\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 77\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 77\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 77\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 77\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 77\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 77\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 77\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 77\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 77\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 77\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 77\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 77\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 77\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 77\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 77\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 78\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 78\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 78\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 78\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 78\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 78\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 78\n",
+      "0.59501  et  0.0\n",
+      "2.0\n",
+      "Game #: 78\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 78\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 78\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 78\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 78\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 78\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 78\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 78\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 78\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 78\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 78\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 78\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 78\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 78\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 78\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 78\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 78\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 78\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 78\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 78\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 78\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 78\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 78\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 78\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 78\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 78\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 78\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 78\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 78\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 78\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 78\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 78\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 78\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 78\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 78\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 78\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 78\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 78\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 78\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 78\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 78\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 78\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 78\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 78\n",
+      "0.39601  et  0.0\n",
+      "-2.0\n",
+      "Game #: 78\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 78\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 78\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 78\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 78\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 78\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 78\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 78\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 78\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 78\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 78\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 79\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 79\n",
+      "0.1  et  0.0\n",
+      "-15.0\n",
+      "Game #: 79\n",
+      "0.1  et  0.0\n",
+      "-14.0\n",
+      "Game #: 79\n",
+      "0.1  et  0.0\n",
+      "-13.0\n",
+      "Game #: 79\n",
+      "0.1  et  0.0\n",
+      "-12.0\n",
+      "Game #: 79\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 79\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 79\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 79\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 79\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 79\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 79\n",
+      "0.59501  et  0.0\n",
+      "8.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 79\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 79\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 79\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 79\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 79\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 79\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 79\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 79\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 79\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 79\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 80\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 80\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 80\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 80\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 80\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 80\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 80\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 80\n",
+      "0.199  et  0.1\n",
+      "-4.0\n",
+      "Game #: 80\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 80\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 80\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 80\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 80\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 80\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 80\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 80\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 80\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 80\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 81\n",
+      "20.09651  et  15.249\n",
+      "1.0\n",
+      "Game #: 81\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 81\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 81\n",
+      "0.982139401  et  0.5920499\n",
+      "4.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 81\n",
+      "3.50900421698  et  0.69302\n",
+      "8.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 81\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 81\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 81\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 81\n",
+      "0.4910499  et  0.9870599\n",
+      "-8.0\n",
+      "Game #: 81\n",
+      "0.299  et  0.49501\n",
+      "0.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 81\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 81\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 81\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 81\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 81\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 82\n",
+      "15.249  et  0.0\n",
+      "-1.0\n",
+      "Game #: 82\n",
+      "0.299  et  0.0\n",
+      "0.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 82\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 82\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 82\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 82\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 82\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 82\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 82\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 82\n",
+      "0.199  et  0.0\n",
+      "-3.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 82\n",
+      "0.29602  et  0.198\n",
+      "0.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 82\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 82\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 82\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 82\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 82\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 82\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 82\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 82\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 82\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 82\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 82\n",
+      "-4.9  et  0.0\n",
+      "-8.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 82\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 82\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 83\n",
+      "0.0  et  5.1\n",
+      "0.0\n",
+      "Game #: 83\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 83\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 83\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 83\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 83\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 83\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 83\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 83\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 83\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 83\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 83\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 83\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 83\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 83\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 83\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 83\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 83\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 83\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 83\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 83\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 84\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 84\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 84\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 84\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 84\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 84\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 84\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 84\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 84\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 84\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 84\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 84\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 84\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 84\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 84\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 84\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 84\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 84\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 84\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 85\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 85\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 85\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 85\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 85\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 86\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 86\n",
+      "0.59501  et  0.0\n",
+      "3.0\n",
+      "Game #: 86\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 86\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 86\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 86\n",
+      "0.29701  et  0.199\n",
+      "4.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 86\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 86\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 86\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 86\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 86\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 86\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 86\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 87\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 87\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 87\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 87\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 87\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 87\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 87\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 87\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 87\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 87\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 87\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 87\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 87\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 87\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 87\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 87\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 87\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 87\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 87\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 87\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 87\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 87\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 87\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 87\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 87\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 87\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 88\n",
+      "15.149  et  0.0\n",
+      "1.0\n",
+      "Game #: 88\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 88\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 88\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 88\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 88\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 88\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 88\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 88\n",
+      "0.198  et  0.1\n",
+      "9.0\n",
+      "Game #: 88\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 88\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 88\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 88\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 88\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 88\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 88\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 88\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 88\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 88\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 88\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 88\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 88\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 88\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 88\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 88\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 88\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 88\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 89\n",
+      "5.1  et  0.0\n",
+      "-16.0\n",
+      "Game #: 89\n",
+      "0.1  et  0.0\n",
+      "-15.0\n",
+      "Game #: 89\n",
+      "0.1  et  0.0\n",
+      "-14.0\n",
+      "Game #: 89\n",
+      "0.299  et  0.0\n",
+      "-13.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-12.0\n",
+      "Game #: 89\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 89\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 89\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 89\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 89\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 89\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 89\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 89\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 89\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 89\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 89\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 89\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 89\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 89\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 89\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 89\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 89\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 89\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 89\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 89\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 89\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 90\n",
+      "5.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 90\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 90\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 90\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 90\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 90\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 90\n",
+      "0.49601  et  0.1\n",
+      "-1.0\n",
+      "Game #: 90\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 90\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 90\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 90\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 90\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 90\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 90\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 91\n",
+      "25.19651  et  5.1\n",
+      "1.0\n",
+      "Game #: 91\n",
+      "0.199  et  0.099\n",
+      "2.0\n",
+      "Game #: 91\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 91\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 91\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 91\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 91\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 91\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 91\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 91\n",
+      "0.1  et  0.49601\n",
+      "0.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 91\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 91\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 91\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 91\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 91\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 91\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 91\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 91\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 91\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 91\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 91\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 92\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 92\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 92\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 92\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 92\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 92\n",
+      "0.39601  et  0.0\n",
+      "6.0\n",
+      "Game #: 92\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 92\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 92\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 92\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 92\n",
+      "0.59302  et  1.666308702\n",
+      "0.0\n",
+      "Game #: 92\n",
+      "0.0  et  0.7880599\n",
+      "-8.0\n",
+      "Game #: 92\n",
+      "0.0  et  1.0870599\n",
+      "0.0\n",
+      "Game #: 92\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 92\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 92\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 92\n",
+      "10.1192399699  et  0.0\n",
+      "4.0\n",
+      "Game #: 92\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 92\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 92\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 92\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 92\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 92\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 92\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 92\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 92\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 92\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 92\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 92\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 93\n",
+      "15.149  et  0.0\n",
+      "1.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 93\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 93\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 93\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 93\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 93\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 93\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 93\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 93\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 93\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 93\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 93\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 93\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 93\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 93\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 93\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 93\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 93\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 93\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 93\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 93\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 94\n",
+      "35.44551  et  0.0\n",
+      "-3.0\n",
+      "Game #: 94\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 94\n",
+      "3.41979600999  et  0.0\n",
+      "-1.0\n",
+      "Game #: 94\n",
+      "1.475189301  et  0.49601\n",
+      "0.0\n",
+      "Game #: 94\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 94\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 94\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 94\n",
+      "6.98291839179  et  0.69302\n",
+      "4.0\n",
+      "Game #: 94\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 94\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 94\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 94\n",
+      "0.198  et  0.1\n",
+      "8.0\n",
+      "Game #: 94\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 94\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 94\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 94\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 94\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 94\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 94\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 94\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 94\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 94\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 94\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 94\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 95\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 95\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 95\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 95\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 95\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 95\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 95\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 95\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 95\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 95\n",
+      "0.880179301  et  0.7880599\n",
+      "-2.0\n",
+      "Game #: 95\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 95\n",
+      "0.199  et  0.1\n",
+      "0.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 95\n",
+      "20.13728754  et  0.0\n",
+      "3.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 95\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 95\n",
+      "0.39402  et  0.1\n",
+      "2.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 95\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 95\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 95\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 96\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 96\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 96\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 96\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 96\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 96\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 96\n",
+      "0.39601  et  0.1\n",
+      "2.0\n",
+      "Game #: 96\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 96\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 96\n",
+      "0.1  et  0.49601\n",
+      "0.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 96\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 96\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 96\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 96\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 96\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 96\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 96\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 97\n",
+      "5.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 97\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 97\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 97\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 97\n",
+      "0.0  et  0.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "1.0\n",
+      "Game #: 97\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 97\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 97\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 97\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 97\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 97\n",
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+      "7.0\n",
+      "Game #: 97\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 97\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 97\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 97\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 97\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 97\n",
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+      "10.0\n",
+      "Game #: 97\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 97\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 97\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 97\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 97\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 97\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 97\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 98\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 98\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 98\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 98\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 98\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 98\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 98\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 98\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 98\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 98\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 99\n",
+      "25.19651  et  5.1\n",
+      "1.0\n",
+      "Game #: 99\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 99\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 99\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 99\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 99\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 99\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 99\n",
+      "0.199  et  0.0\n",
+      "8.0\n",
+      "Game #: 99\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 99\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 99\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 99\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 99\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 99\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 99\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 99\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 99\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 99\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 99\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 100\n",
+      "10.049  et  5.1\n",
+      "1.0\n",
+      "Game #: 100\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 100\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 100\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 100\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 100\n",
+      "0.199  et  0.39701\n",
+      "0.0\n",
+      "Game #: 100\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 100\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 100\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 100\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 100\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 100\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 100\n",
+      "0.39402  et  0.1\n",
+      "7.0\n",
+      "Game #: 100\n",
+      "0.5910499  et  0.49601\n",
+      "8.0\n",
+      "Game #: 100\n",
+      "0.199  et  0.0\n",
+      "9.0\n",
+      "Game #: 100\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 100\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 100\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 100\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 100\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 100\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 100\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 100\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 100\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 100\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 101\n",
+      "24.99751  et  5.1\n",
+      "1.0\n",
+      "Game #: 101\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 101\n",
+      "0.39601  et  0.0\n",
+      "3.0\n",
+      "Game #: 101\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 101\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 101\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 101\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 101\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 101\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 101\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 101\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 101\n",
+      "0.39601  et  0.0\n",
+      "4.0\n",
+      "Game #: 101\n",
+      "0.7840998  et  0.1\n",
+      "5.0\n",
+      "Game #: 101\n",
+      "1.176189301  et  0.49601\n",
+      "6.0\n",
+      "Game #: 101\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 101\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 101\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 101\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 101\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 101\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 101\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 101\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 101\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 101\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 101\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 101\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 101\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 101\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 101\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 101\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 101\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 101\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 101\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 102\n",
+      "14.95  et  0.0\n",
+      "1.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 102\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 102\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 102\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 102\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 103\n",
+      "10.149  et  5.1\n",
+      "-1.0\n",
+      "Game #: 103\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 103\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 103\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 103\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 103\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 103\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 103\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 103\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 103\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 103\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 103\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 103\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 103\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 103\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 103\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 103\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 103\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 103\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 103\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 103\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 103\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 104\n",
+      "15.149  et  0.0\n",
+      "1.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 104\n",
+      "1.1840699  et  0.0\n",
+      "3.0\n",
+      "Game #: 104\n",
+      "0.39601  et  0.1\n",
+      "4.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 104\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 104\n",
+      "0.39601  et  0.979179301\n",
+      "-8.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 104\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 104\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 104\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 104\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 104\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 104\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 104\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 104\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 104\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 104\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 104\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 104\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 104\n",
+      "0.39601  et  0.0\n",
+      "-6.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 104\n",
+      "0.39601  et  0.0\n",
+      "-3.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 104\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 104\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 104\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 104\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 104\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 104\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 104\n",
+      "0.299  et  0.0\n",
+      "8.0\n",
+      "Game #: 104\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 104\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 104\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 104\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 104\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 104\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 105\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 105\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 105\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 105\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 105\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 105\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 105\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 105\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 105\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 105\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 105\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 105\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 105\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 105\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 105\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 105\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 105\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 105\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 105\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 106\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 106\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 106\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 106\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 106\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 106\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 106\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 106\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 106\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 106\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 106\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 106\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 106\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 106\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 106\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 106\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 106\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 106\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 106\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 107\n",
+      "20.09651  et  15.249\n",
+      "1.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 107\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 107\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 107\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 107\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 107\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 108\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 108\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 108\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 108\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 108\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 108\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 108\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 108\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 108\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 108\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 108\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 108\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 108\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 108\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 108\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 108\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 108\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 108\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 108\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 108\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 108\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 108\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 108\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 108\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 108\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 108\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 108\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 108\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 108\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 108\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 108\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 108\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 108\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 109\n",
+      "54.7450449  et  5.1\n",
+      "1.0\n",
+      "Game #: 109\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 109\n",
+      "0.7880599  et  0.0\n",
+      "3.0\n",
+      "Game #: 109\n",
+      "0.7880599  et  0.0\n",
+      "4.0\n",
+      "Game #: 109\n",
+      "0.39402  et  0.1\n",
+      "5.0\n",
+      "Game #: 109\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 109\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 109\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 109\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 109\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 109\n",
+      "0.39601  et  0.1\n",
+      "2.0\n",
+      "Game #: 109\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 109\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 109\n",
+      "2.34061670899  et  0.49601\n",
+      "5.0\n",
+      "Game #: 109\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 109\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 109\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 109\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 109\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 109\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 109\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 109\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 109\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 109\n",
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+      "10.0\n",
+      "Game #: 109\n",
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+      "10.0\n",
+      "Game #: 109\n",
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+      "1.0\n",
+      "Game #: 110\n",
+      "35.14651  et  0.0\n",
+      "1.0\n",
+      "Game #: 110\n",
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+      "2.0\n",
+      "Game #: 110\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 110\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 110\n",
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+      "1.0\n",
+      "Game #: 110\n",
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+      "2.0\n",
+      "Game #: 110\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 110\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 110\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 110\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 110\n",
+      "0.299  et  0.0\n",
+      "-7.0\n",
+      "Game #: 110\n",
+      "0.299  et  0.0\n",
+      "-6.0\n",
+      "Game #: 110\n",
+      "0.39701  et  0.199\n",
+      "-5.0\n",
+      "Game #: 110\n",
+      "0.299  et  0.0\n",
+      "-4.0\n",
+      "Game #: 110\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 110\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 110\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 110\n",
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+      "0.0\n",
+      "Game #: 110\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 110\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 110\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 110\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 110\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 110\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 110\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 110\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 110\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 110\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 110\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 110\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 110\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 110\n",
+      "0.199  et  0.0\n",
+      "8.0\n",
+      "Game #: 110\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 110\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 110\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 110\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 110\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 110\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 110\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 110\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 110\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 110\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 110\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 110\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 110\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 110\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 110\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 110\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 110\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 110\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 110\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 110\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 110\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 110\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 110\n",
+      "0.199  et  0.1\n",
+      "0.0\n",
+      "Game #: 110\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 110\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 110\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 110\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 110\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 110\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 110\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 111\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 111\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 111\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 111\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 111\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 111\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 111\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 111\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 111\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 111\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 111\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 111\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 111\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 111\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 111\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 111\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 111\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 111\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 111\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 111\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 111\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 111\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 111\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 111\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 111\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 111\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 111\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 112\n",
+      "15.149  et  0.0\n",
+      "1.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 112\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 112\n",
+      "0.39601  et  0.0\n",
+      "3.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 112\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 112\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 112\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 112\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 112\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 112\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 113\n",
+      "25.19651  et  5.1\n",
+      "1.0\n",
+      "Game #: 113\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 113\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 113\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 113\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 113\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 113\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 113\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 113\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 113\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 113\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 113\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 113\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 113\n",
+      "0.39601  et  0.4920499\n",
+      "-8.0\n",
+      "Game #: 113\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 113\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 113\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 113\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 113\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 113\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 113\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 113\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 113\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 113\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 113\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 113\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 113\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 113\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 113\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 113\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 113\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 113\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 113\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 113\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 113\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 113\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 114\n",
+      "55.1410549  et  5.1\n",
+      "1.0\n",
+      "Game #: 114\n",
+      "0.39601  et  0.099\n",
+      "2.0\n",
+      "Game #: 114\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 114\n",
+      "0.299  et  0.39601\n",
+      "0.0\n",
+      "Game #: 114\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 114\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.69501\n",
+      "0.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 114\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 114\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 114\n",
+      "0.1  et  0.298\n",
+      "0.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 114\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 114\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 114\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 114\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 115\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 115\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 115\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 115\n",
+      "0.29701  et  0.199\n",
+      "1.0\n",
+      "Game #: 115\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 115\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 115\n",
+      "0.4910499  et  0.49601\n",
+      "-8.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 115\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 115\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 115\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 115\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 115\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 115\n",
+      "0.199  et  0.29701\n",
+      "-8.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 115\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 115\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 115\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 115\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 115\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 115\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 115\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 115\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 115\n",
+      "0.199  et  0.29701\n",
+      "-8.0\n",
+      "Game #: 115\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 115\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 115\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 115\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 115\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 115\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 115\n",
+      "1.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 115\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 115\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 115\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 115\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 115\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 115\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 116\n",
+      "34.44551  et  0.0\n",
+      "-8.0\n",
+      "Game #: 116\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 116\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 116\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 116\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 116\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 116\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 116\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 116\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 116\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 116\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 116\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 116\n",
+      "0.39601  et  0.1\n",
+      "3.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 116\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 116\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 116\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 116\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 116\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 116\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 116\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 116\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 117\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 117\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 117\n",
+      "0.59501  et  0.0\n",
+      "4.0\n",
+      "Game #: 117\n",
+      "0.29701  et  0.199\n",
+      "5.0\n",
+      "Game #: 117\n",
+      "0.59501  et  0.0\n",
+      "6.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 117\n",
+      "0.39601  et  0.099\n",
+      "9.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 117\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 117\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 117\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 117\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 117\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 117\n",
+      "0.199  et  0.1\n",
+      "-5.0\n",
+      "Game #: 117\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 117\n",
+      "0.298  et  0.1\n",
+      "-3.0\n",
+      "Game #: 117\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 117\n",
+      "0.199  et  0.1\n",
+      "-1.0\n",
+      "Game #: 117\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 117\n",
+      "0.7840998  et  0.1\n",
+      "1.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 117\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 117\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 117\n",
+      "0.1  et  0.298\n",
+      "0.0\n",
+      "Game #: 117\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 117\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 117\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 117\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 117\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 117\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 118\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 118\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 118\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 118\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 118\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 118\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 118\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 118\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 118\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 118\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 118\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 119\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 119\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 119\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 119\n",
+      "0.299  et  0.0\n",
+      "-7.0\n",
+      "Game #: 119\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 119\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 119\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 119\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 119\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 119\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 119\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 119\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 119\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 119\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 119\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 119\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 119\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 119\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 119\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 119\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 119\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 119\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 119\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 119\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 119\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 119\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 119\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 120\n",
+      "15.05  et  0.0\n",
+      "-7.0\n",
+      "Game #: 120\n",
+      "0.299  et  0.0\n",
+      "-6.0\n",
+      "Game #: 120\n",
+      "0.298  et  0.1\n",
+      "-5.0\n",
+      "Game #: 120\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 120\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 120\n",
+      "0.49601  et  0.0\n",
+      "-2.0\n",
+      "Game #: 120\n",
+      "1.0870599  et  0.1\n",
+      "-1.0\n",
+      "Game #: 120\n",
+      "0.39601  et  0.299\n",
+      "0.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 120\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 120\n",
+      "0.39601  et  0.0\n",
+      "6.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 120\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 120\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 120\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 120\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 120\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 120\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 120\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 120\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 121\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 121\n",
+      "0.59501  et  0.0\n",
+      "2.0\n",
+      "Game #: 121\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 121\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 121\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 121\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 121\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 121\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 121\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 121\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 121\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 121\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 121\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 121\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 121\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 121\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 121\n",
+      "0.49601  et  0.0\n",
+      "-3.0\n",
+      "Game #: 121\n",
+      "0.39601  et  0.299\n",
+      "-2.0\n",
+      "Game #: 121\n",
+      "0.298  et  0.1\n",
+      "-1.0\n",
+      "Game #: 121\n",
+      "0.49601  et  0.099\n",
+      "0.0\n",
+      "Game #: 121\n",
+      "0.59202  et  0.299\n",
+      "1.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 121\n",
+      "0.39601  et  0.0\n",
+      "4.0\n",
+      "Game #: 121\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 121\n",
+      "0.7880599  et  0.980179301\n",
+      "0.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 121\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 121\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 121\n",
+      "0.29701  et  0.199\n",
+      "3.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 121\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 121\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 121\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 122\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 122\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 122\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 122\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 122\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 122\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 122\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 122\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 122\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 122\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 122\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 122\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 122\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 122\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 122\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 122\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 122\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 122\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 122\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 123\n",
+      "14.95  et  0.0\n",
+      "1.0\n",
+      "Game #: 123\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 123\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 123\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 123\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 123\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 123\n",
+      "0.099  et  0.199\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "-8.0\n",
+      "Game #: 123\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 123\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 123\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 123\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 123\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 123\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 123\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 123\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 123\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 123\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 123\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 123\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 123\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 123\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 123\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 123\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 123\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 123\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 123\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 123\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 123\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 124\n",
+      "15.249  et  0.0\n",
+      "-16.0\n",
+      "Game #: 124\n",
+      "0.299  et  0.0\n",
+      "-15.0\n",
+      "Game #: 124\n",
+      "1.0870599  et  0.1\n",
+      "-14.0\n",
+      "Game #: 124\n",
+      "0.49601  et  0.1\n",
+      "-13.0\n",
+      "Game #: 124\n",
+      "0.299  et  0.0\n",
+      "-12.0\n",
+      "Game #: 124\n",
+      "0.299  et  0.0\n",
+      "-11.0\n",
+      "Game #: 124\n",
+      "1.2840699  et  0.0\n",
+      "-10.0\n",
+      "Game #: 124\n",
+      "0.49601  et  0.1\n",
+      "-9.0\n",
+      "Game #: 124\n",
+      "0.299  et  0.0\n",
+      "-8.0\n",
+      "Game #: 124\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 124\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 124\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 124\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 124\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 124\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 124\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 124\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 124\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 124\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 124\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 124\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 124\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 124\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 124\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 124\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 124\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 124\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 124\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 124\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 124\n",
+      "0.199  et  0.0\n",
+      "-1.0\n",
+      "Game #: 124\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 124\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 124\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 124\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 124\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 124\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 124\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 124\n",
+      "0.199  et  0.0\n",
+      "-7.0\n",
+      "Game #: 124\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 124\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 124\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 124\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 124\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 124\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 124\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 124\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 124\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 124\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 124\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 125\n",
+      "15.05  et  0.0\n",
+      "-16.0\n",
+      "Game #: 125\n",
+      "0.1  et  0.0\n",
+      "-15.0\n",
+      "Game #: 125\n",
+      "0.299  et  0.0\n",
+      "-14.0\n",
+      "Game #: 125\n",
+      "0.199  et  0.0\n",
+      "-13.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-12.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 125\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 125\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 125\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 125\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 125\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 125\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 125\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 125\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 125\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 125\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 125\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 125\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 125\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 125\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 125\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 125\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 125\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 125\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 125\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 125\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 125\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 125\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 125\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 125\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 125\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 125\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 126\n",
+      "34.9495  et  0.0\n",
+      "0.0\n",
+      "Game #: 126\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 126\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 126\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 126\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 126\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 126\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 126\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 126\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 126\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 126\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 126\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 126\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 126\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 126\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 126\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 126\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 126\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 126\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 126\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 126\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 126\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 126\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 126\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 126\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 126\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 126\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 126\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 126\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 126\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 126\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 126\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 127\n",
+      "14.95  et  0.0\n",
+      "1.0\n",
+      "Game #: 127\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 127\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 127\n",
+      "0.39601  et  0.0\n",
+      "4.0\n",
+      "Game #: 127\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 127\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 127\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 127\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 127\n",
+      "0.199  et  0.0\n",
+      "9.0\n",
+      "Game #: 127\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 127\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 127\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 127\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 127\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 127\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 127\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 127\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 127\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 127\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 128\n",
+      "14.95  et  0.0\n",
+      "1.0\n",
+      "Game #: 128\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 128\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 128\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 128\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 128\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 128\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 128\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 128\n",
+      "0.199  et  0.0\n",
+      "9.0\n",
+      "Game #: 128\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 128\n",
+      "2.24266561498  et  1.666308702\n",
+      "10.0\n",
+      "Game #: 128\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 128\n",
+      "2.05347730799  et  1.077189301\n",
+      "10.0\n",
+      "Game #: 128\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 128\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 128\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 128\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 128\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 128\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 129\n",
+      "34.9495  et  0.0\n",
+      "1.0\n",
+      "Game #: 129\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 129\n",
+      "0.59501  et  0.0\n",
+      "3.0\n",
+      "Game #: 129\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 129\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 129\n",
+      "0.7880599  et  0.0\n",
+      "6.0\n",
+      "Game #: 129\n",
+      "0.9870599  et  0.1\n",
+      "7.0\n",
+      "Game #: 129\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 129\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 129\n",
+      "0.4930399  et  0.29701\n",
+      "10.0\n",
+      "Game #: 129\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 129\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 129\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 129\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 129\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 129\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 129\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 129\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 129\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 129\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 129\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 129\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 129\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 129\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 129\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 129\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 129\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 130\n",
+      "34.7505  et  0.0\n",
+      "1.0\n",
+      "Game #: 130\n",
+      "0.7880599  et  0.0\n",
+      "2.0\n",
+      "Game #: 130\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 130\n",
+      "0.39601  et  0.0\n",
+      "4.0\n",
+      "Game #: 130\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 130\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 130\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 130\n",
+      "1.36539750799  et  0.979179301\n",
+      "8.0\n",
+      "Game #: 130\n",
+      "0.39601  et  0.0\n",
+      "9.0\n",
+      "Game #: 130\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 130\n",
+      "4.46290457381  et  1.666308702\n",
+      "10.0\n",
+      "Game #: 130\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 130\n",
+      "4.0864198429  et  1.077189301\n",
+      "10.0\n",
+      "Game #: 130\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 130\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 130\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 130\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 130\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 130\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 130\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 130\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 130\n",
+      "0.7840998  et  0.976258802\n",
+      "0.0\n",
+      "Game #: 130\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 130\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 130\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 130\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 130\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 130\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 130\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 130\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 130\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 130\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 131\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 131\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 131\n",
+      "0.5910499  et  0.199\n",
+      "4.0\n",
+      "Game #: 131\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 131\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 131\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 131\n",
+      "0.69501  et  0.0\n",
+      "-7.0\n",
+      "Game #: 131\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 131\n",
+      "0.8900499  et  0.199\n",
+      "-5.0\n",
+      "Game #: 131\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 131\n",
+      "0.1  et  0.39601\n",
+      "0.0\n",
+      "Game #: 131\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 131\n",
+      "0.199  et  0.0\n",
+      "9.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 131\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 131\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 131\n",
+      "0.199  et  0.39402\n",
+      "-8.0\n",
+      "Game #: 131\n",
+      "0.199  et  0.6910499\n",
+      "0.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 131\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 131\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 131\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 131\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 131\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 131\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 131\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 132\n",
+      "25.29651  et  5.1\n",
+      "-1.0\n",
+      "Game #: 132\n",
+      "0.69501  et  0.29601\n",
+      "0.0\n",
+      "Game #: 132\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 132\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 132\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 132\n",
+      "0.69501  et  0.6880599\n",
+      "1.0\n",
+      "Game #: 132\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 132\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 132\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 132\n",
+      "1.076189301  et  1.0870599\n",
+      "-8.0\n",
+      "Game #: 132\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 132\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 132\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 132\n",
+      "0.9870599  et  0.0\n",
+      "3.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "4.0\n",
+      "Game #: 132\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 132\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 132\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 132\n",
+      "0.29701  et  0.4930399\n",
+      "-8.0\n",
+      "Game #: 132\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 132\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 132\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 132\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 132\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 132\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 132\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 133\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 133\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 133\n",
+      "0.59302  et  0.1\n",
+      "3.0\n",
+      "Game #: 133\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 133\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 133\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 133\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 133\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 133\n",
+      "1.176189301  et  0.199\n",
+      "2.0\n",
+      "Game #: 133\n",
+      "0.199  et  0.099\n",
+      "3.0\n",
+      "Game #: 133\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 133\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 133\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 133\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 133\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 133\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 133\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 133\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 133\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 133\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 133\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 133\n",
+      "0.19701  et  0.49601\n",
+      "0.0\n",
+      "Game #: 133\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 133\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 133\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 133\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 133\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 133\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 133\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 133\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 133\n",
+      "0.883139401  et  0.6910499\n",
+      "9.0\n",
+      "Game #: 133\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 133\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 133\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 133\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 133\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 133\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 133\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 133\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 133\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 133\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 133\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 133\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 133\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 134\n",
+      "34.9495  et  39.700005\n",
+      "0.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 134\n",
+      "2.356299101  et  0.0\n",
+      "2.0\n",
+      "Game #: 134\n",
+      "0.39402  et  0.1\n",
+      "3.0\n",
+      "Game #: 134\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 134\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 134\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 134\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 134\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 134\n",
+      "0.299  et  0.0\n",
+      "-4.0\n",
+      "Game #: 134\n",
+      "0.299  et  0.0\n",
+      "-3.0\n",
+      "Game #: 134\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 134\n",
+      "0.5920499  et  0.39601\n",
+      "-1.0\n",
+      "Game #: 134\n",
+      "0.199  et  0.099\n",
+      "0.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 134\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 134\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 134\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 134\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 134\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 134\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 134\n",
+      "0.7880599  et  0.0\n",
+      "-6.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 134\n",
+      "0.7880599  et  0.0\n",
+      "-3.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 134\n",
+      "0.199  et  0.0\n",
+      "0.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 134\n",
+      "0.299  et  0.0\n",
+      "2.0\n",
+      "Game #: 134\n",
+      "0.299  et  0.0\n",
+      "3.0\n",
+      "Game #: 134\n",
+      "0.299  et  0.0\n",
+      "4.0\n",
+      "Game #: 134\n",
+      "0.299  et  0.0\n",
+      "5.0\n",
+      "Game #: 134\n",
+      "0.299  et  0.0\n",
+      "6.0\n",
+      "Game #: 134\n",
+      "0.299  et  0.0\n",
+      "7.0\n",
+      "Game #: 134\n",
+      "0.69501  et  0.0\n",
+      "8.0\n",
+      "Game #: 134\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 134\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 134\n",
+      "0.199  et  0.0\n",
+      "-7.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 134\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 134\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 135\n",
+      "15.249  et  20.19651\n",
+      "0.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 135\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 135\n",
+      "0.1  et  0.49601\n",
+      "0.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 135\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 135\n",
+      "0.199  et  0.29701\n",
+      "-8.0\n",
+      "Game #: 135\n",
+      "0.299  et  0.8880599\n",
+      "0.0\n",
+      "Game #: 135\n",
+      "1.076189301  et  2.163249201\n",
+      "-8.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.69501\n",
+      "0.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 135\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 135\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 135\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 135\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 135\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 135\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 136\n",
+      "75.5365649  et  0.0\n",
+      "1.0\n",
+      "Game #: 136\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 136\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 136\n",
+      "0.39601  et  0.0\n",
+      "4.0\n",
+      "Game #: 136\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 136\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 136\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 136\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 136\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 136\n",
+      "0.198  et  0.39602\n",
+      "0.0\n",
+      "Game #: 136\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 136\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 136\n",
+      "8.13197548737  et  1.077189301\n",
+      "3.0\n",
+      "Game #: 136\n",
+      "0.39601  et  0.19701\n",
+      "4.0\n",
+      "Game #: 136\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 136\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 136\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 136\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 136\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 136\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 136\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 136\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 136\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 136\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 136\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 136\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 136\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 136\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 136\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 137\n",
+      "18.16741  et  9.159\n",
+      "1.0\n",
+      "Game #: 137\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 137\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 137\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 137\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 137\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 137\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 137\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 137\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 137\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 137\n",
+      "0.299  et  0.0\n",
+      "-4.0\n",
+      "Game #: 137\n",
+      "0.69501  et  0.0\n",
+      "-3.0\n",
+      "Game #: 137\n",
+      "0.69501  et  0.0\n",
+      "-2.0\n",
+      "Game #: 137\n",
+      "0.299  et  0.0\n",
+      "-1.0\n",
+      "Game #: 137\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 137\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 137\n",
+      "0.59202  et  0.299\n",
+      "5.0\n",
+      "Game #: 137\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 137\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 137\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 137\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 137\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 137\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 138\n",
+      "44.9920549  et  15.249\n",
+      "1.0\n",
+      "Game #: 138\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 138\n",
+      "0.59202  et  0.299\n",
+      "4.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 138\n",
+      "1.277179301  et  0.6890599\n",
+      "9.0\n",
+      "Game #: 138\n",
+      "0.5900598  et  0.39602\n",
+      "10.0\n",
+      "Game #: 138\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 138\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 138\n",
+      "8.13197548737  et  9.1278450335\n",
+      "-8.0\n",
+      "Game #: 138\n",
+      "0.0  et  1.0870599\n",
+      "0.0\n",
+      "Game #: 138\n",
+      "0.4910499  et  1.964249201\n",
+      "-8.0\n",
+      "Game #: 138\n",
+      "0.099  et  0.49601\n",
+      "0.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 138\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 138\n",
+      "0.49402  et  0.199\n",
+      "-7.0\n",
+      "Game #: 138\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 138\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 138\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 138\n",
+      "0.298  et  0.49502\n",
+      "0.0\n",
+      "Game #: 138\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 138\n",
+      "0.1  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 138\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 138\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 138\n",
+      "1.1781198  et  0.299\n",
+      "3.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 138\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 138\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 139\n",
+      "15.149  et  0.0\n",
+      "1.0\n",
+      "Game #: 139\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 139\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 139\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 139\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 139\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 139\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 139\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 139\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 139\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 139\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 139\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 139\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 139\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 139\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 139\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 139\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 139\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 139\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 139\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 139\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 139\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 139\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 139\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 139\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 139\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 139\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 140\n",
+      "5.1  et  0.0\n",
+      "-16.0\n",
+      "Game #: 140\n",
+      "0.1  et  0.0\n",
+      "-15.0\n",
+      "Game #: 140\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 140\n",
+      "0.59501  et  1.2781198\n",
+      "0.0\n",
+      "Game #: 140\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 140\n",
+      "0.39601  et  0.1\n",
+      "2.0\n",
+      "Game #: 140\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 140\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 140\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 140\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 140\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 140\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 140\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 140\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 140\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 140\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 140\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 140\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 140\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 140\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 140\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 140\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 140\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 140\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 140\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 140\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 140\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 140\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 140\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 140\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 140\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 140\n",
+      "0.0  et  0.0\n",
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+      "Game #: 140\n",
+      "0.0  et  0.0\n",
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+      "Game #: 140\n",
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+      "Game #: 140\n",
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+      "Game #: 140\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
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+      "35.14651  et  0.0\n",
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+      "Game #: 141\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 141\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 141\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 141\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 141\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 141\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 141\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 141\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Game #: 141\n",
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+      "Game #: 141\n",
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+      "Game #: 141\n",
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+      "Game #: 141\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 141\n",
+      "random action =  0\n",
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+      "10.049  et  5.1\n",
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+      "0.29601  et  0.299\n",
+      "-8.0\n",
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+      "-8.0\n",
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+      "Game #: 142\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 142\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 142\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 142\n",
+      "0.49601  et  0.0\n",
+      "-7.0\n",
+      "Game #: 142\n",
+      "0.299  et  0.0\n",
+      "-6.0\n",
+      "Game #: 142\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 142\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 142\n",
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+      "-7.0\n",
+      "Game #: 142\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 142\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 142\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 142\n",
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+      "-8.0\n",
+      "Game #: 142\n",
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+      "-7.0\n",
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+      "-6.0\n",
+      "Game #: 142\n",
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+      "-5.0\n",
+      "Game #: 142\n",
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+      "-4.0\n",
+      "Game #: 142\n",
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+      "-3.0\n",
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+      "-2.0\n",
+      "Game #: 142\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 142\n",
+      "random action =  1\n",
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+      "Game #: 142\n",
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+      "Game #: 142\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 142\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 142\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 142\n",
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+      "Game #: 142\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 142\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 142\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 142\n",
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+      "-3.0\n",
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+      "-2.0\n",
+      "Game #: 142\n",
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+      "Game #: 142\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 142\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 142\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 142\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 142\n",
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+      "Game #: 142\n",
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+      "-8.0\n",
+      "Game #: 143\n",
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+      "-7.0\n",
+      "Game #: 143\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 143\n",
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+      "-5.0\n",
+      "Game #: 143\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 143\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 143\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 143\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 143\n",
+      "0.0  et  0.0\n",
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+      "Game #: 143\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 143\n",
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+      "2.0\n",
+      "Game #: 143\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 143\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 143\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 143\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 143\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 143\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 143\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 143\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 143\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 143\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 143\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 143\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 143\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 143\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 143\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 143\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 143\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 143\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 143\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 143\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 143\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 143\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 143\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 143\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 143\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 143\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 143\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 143\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 143\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 143\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 143\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 143\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 143\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 143\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 143\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 143\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 143\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 143\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 143\n",
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+      "-2.0\n",
+      "Game #: 143\n",
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+      "Game #: 143\n",
+      "0.298  et  0.1\n",
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+      "Game #: 143\n",
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+      "Game #: 143\n",
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+      "35.24651  et  0.0\n",
+      "-6.0\n",
+      "Game #: 144\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 144\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 144\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 144\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 144\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 144\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 144\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
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+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 144\n",
+      "random action =  0\n",
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+      "-14.9  et  -5.0\n",
+      "-8.0\n",
+      "Game #: 144\n",
+      "0.0  et  -4.9\n",
+      "-8.0\n",
+      "Game #: 144\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 144\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 144\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 144\n",
+      "-4.9  et  0.0\n",
+      "-8.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 144\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 144\n",
+      "-5.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 144\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 144\n",
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+      "1.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
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+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 144\n",
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+      "4.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 144\n",
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+      "6.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 144\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 144\n",
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+      "Game #: 145\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 145\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 145\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 145\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 145\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 145\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 145\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 145\n",
+      "1.568239201  et  0.0\n",
+      "6.0\n",
+      "Game #: 145\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 145\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 145\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 145\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 145\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 145\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 145\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 145\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 145\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 145\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 145\n",
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+      "2.0\n",
+      "Game #: 145\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 145\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 145\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 145\n",
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+      "0.0\n",
+      "Game #: 145\n",
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+      "1.0\n",
+      "Game #: 145\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 145\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 145\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 145\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 145\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 145\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 145\n",
+      "0.29701  et  0.199\n",
+      "8.0\n",
+      "Game #: 145\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 145\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 145\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 145\n",
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+      "Game #: 145\n",
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+      "Game #: 145\n",
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+      "Game #: 145\n",
+      "0.39601  et  0.0\n",
+      "10.0\n",
+      "Game #: 145\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 145\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 146\n",
+      "41.1531459  et  9.159\n",
+      "1.0\n",
+      "Game #: 146\n",
+      "0.59501  et  0.0\n",
+      "2.0\n",
+      "Game #: 146\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 146\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 146\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 146\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 146\n",
+      "0.29601  et  0.69501\n",
+      "0.0\n",
+      "Game #: 146\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 146\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 146\n",
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+      "0.0\n",
+      "Game #: 146\n",
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+      "1.0\n",
+      "Game #: 146\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 146\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 146\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 146\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 146\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 146\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 146\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 146\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 146\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 146\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 146\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 146\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 146\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 146\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 146\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 146\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 146\n",
+      "0.29701  et  0.199\n",
+      "4.0\n",
+      "Game #: 146\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 146\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 146\n",
+      "0.39402  et  0.1\n",
+      "7.0\n",
+      "Game #: 146\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 146\n",
+      "random action =  0\n",
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+      "Game #: 146\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 146\n",
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+      "Game #: 146\n",
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+      "0.099  et  0.1\n",
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+      "Game #: 146\n",
+      "0.0  et  0.0\n",
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+      "Game #: 146\n",
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+      "2.0\n",
+      "Game #: 146\n",
+      "0.099  et  0.1\n",
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+      "Game #: 146\n",
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+      "Game #: 146\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
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+      "0.0  et  0.1\n",
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+      "2.0\n",
+      "Game #: 146\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 146\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 146\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 146\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 146\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 146\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 146\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 146\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 146\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 146\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 146\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 146\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 146\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 147\n",
+      "94.534189251  et  15.249\n",
+      "1.0\n",
+      "Game #: 147\n",
+      "0.7880599  et  0.0\n",
+      "2.0\n",
+      "Game #: 147\n",
+      "1.1801098  et  0.1\n",
+      "3.0\n",
+      "Game #: 147\n",
+      "1.1781198  et  0.299\n",
+      "4.0\n",
+      "Game #: 147\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 147\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 147\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 147\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 147\n",
+      "2.54158680899  et  0.6890599\n",
+      "9.0\n",
+      "Game #: 147\n",
+      "1.174219002  et  0.39602\n",
+      "10.0\n",
+      "Game #: 147\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 147\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 147\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 147\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 147\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 147\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 147\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 147\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 147\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 148\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 148\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 148\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 148\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 148\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 148\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 148\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 148\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 148\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 148\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 148\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 148\n",
+      "0.0  et  0.0\n",
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+      "Game #: 148\n",
+      "0.0  et  0.0\n",
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+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 148\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 148\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 148\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 148\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 148\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 149\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 149\n",
+      "0.59501  et  0.0\n",
+      "2.0\n",
+      "Game #: 149\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 149\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 149\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 149\n",
+      "0.7880599  et  0.780179301\n",
+      "1.0\n",
+      "Game #: 149\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 149\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 149\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 149\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 149\n",
+      "0.4930399  et  0.29701\n",
+      "6.0\n",
+      "Game #: 149\n",
+      "1.75155680899  et  0.7880599\n",
+      "7.0\n",
+      "Game #: 149\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 149\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 149\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 149\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 149\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 149\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 149\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 149\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 149\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 149\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 149\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 149\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 149\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 149\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 149\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 149\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 149\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 149\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 149\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 149\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 149\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 149\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 149\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 149\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 150\n",
+      "74.153495  et  0.0\n",
+      "0.0\n",
+      "Game #: 150\n",
+      "random action =  0\n",
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+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 150\n",
+      "0.7880599  et  0.0\n",
+      "3.0\n",
+      "Game #: 150\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 150\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 150\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 150\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 150\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 150\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 150\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 150\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 150\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 150\n",
+      "0.1  et  0.0\n",
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+      "Game #: 150\n",
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+      "-6.0\n",
+      "Game #: 150\n",
+      "0.39402  et  0.199\n",
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+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 150\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 150\n",
+      "0.59501  et  0.0\n",
+      "-2.0\n",
+      "Game #: 150\n",
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+      "0.0  et  0.0\n",
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+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 150\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 150\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 150\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 150\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 150\n",
+      "0.299  et  0.099\n",
+      "6.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 150\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 150\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 150\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 150\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 150\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 151\n",
+      "152.66545505  et  0.0\n",
+      "-16.0\n",
+      "Game #: 151\n",
+      "0.1  et  0.0\n",
+      "-15.0\n",
+      "Game #: 151\n",
+      "random action =  0\n",
+      "-14.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "-13.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "-12.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 151\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 151\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 151\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 151\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 151\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 151\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 151\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 151\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 151\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 151\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 151\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 151\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 151\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 151\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 151\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 151\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 151\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 151\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 151\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 151\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 151\n",
+      "0.39601  et  0.0\n",
+      "-4.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 151\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 151\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 151\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 151\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 151\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 151\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 151\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 151\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 151\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 151\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 151\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 151\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 151\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 152\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 152\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 152\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 152\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 152\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 152\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 152\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 152\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 152\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 152\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 152\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 152\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 152\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 152\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 152\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 152\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 152\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 152\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 152\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 153\n",
+      "5.0  et  10.05\n",
+      "0.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 153\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 153\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 153\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 153\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 153\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 153\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 153\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 153\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 153\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 153\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 153\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 153\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 153\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 153\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 153\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 153\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 153\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 153\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 154\n",
+      "35.44551  et  0.0\n",
+      "-5.0\n",
+      "Game #: 154\n",
+      "0.299  et  0.0\n",
+      "-4.0\n",
+      "Game #: 154\n",
+      "0.69501  et  0.0\n",
+      "-3.0\n",
+      "Game #: 154\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 154\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 154\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 154\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 154\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 154\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 154\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 154\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 154\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 154\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 154\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 154\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 154\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 154\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 154\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 154\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 154\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 154\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 154\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 154\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 154\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 154\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 154\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 154\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 154\n",
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+      "7.0\n",
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+      "8.0\n",
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+      "4.0\n",
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+      "0.198  et  0.1\n",
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+      "Game #: 155\n",
+      "0.0  et  0.0\n"
+     ]
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Game #: 156\n",
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+      "Game #: 156\n",
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+      "Game #: 156\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
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+      "random action =  1\n",
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+      "Game #: 156\n",
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+      "4.0\n",
+      "Game #: 156\n",
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+      "6.0\n",
+      "Game #: 156\n",
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+      "7.0\n",
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+      "8.0\n",
+      "Game #: 156\n",
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+      "9.0\n",
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+      "10.0\n",
+      "Game #: 156\n",
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+      "10.0\n",
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+      "random action =  0\n",
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+      "1.0\n",
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+      "0.199  et  0.0\n",
+      "3.0\n",
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+      "1.176189301  et  0.199\n",
+      "4.0\n",
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+      "0.39402  et  0.1\n",
+      "5.0\n",
+      "Game #: 157\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 157\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 157\n",
+      "random action =  1\n",
+      "-8.0\n",
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+      "1.3830699  et  0.0\n",
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+      "3.0\n",
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+      "0.198  et  0.1\n",
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+      "0.199  et  0.0\n",
+      "8.0\n",
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+      "9.0\n",
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+      "10.0\n",
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+      "Game #: 157\n",
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+      "10.0\n",
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+      "Game #: 158\n",
+      "15.149  et  0.0\n",
+      "1.0\n",
+      "Game #: 158\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 158\n",
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+      "3.0\n",
+      "Game #: 158\n",
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+      "4.0\n",
+      "Game #: 158\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 158\n",
+      "random action =  1\n",
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+      "Game #: 158\n",
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+      "2.0\n",
+      "Game #: 158\n",
+      "0.39601  et  0.0\n",
+      "3.0\n",
+      "Game #: 158\n",
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+      "4.0\n",
+      "Game #: 158\n",
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+      "5.0\n",
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+      "6.0\n",
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+      "0.883139401  et  0.4920499\n",
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+      "Game #: 158\n",
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+      "8.0\n",
+      "Game #: 158\n",
+      "0.39601  et  0.0\n",
+      "9.0\n",
+      "Game #: 158\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 158\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
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+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 158\n",
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+      "Game #: 158\n",
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+      "1.0\n",
+      "Game #: 158\n",
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+      "2.0\n",
+      "Game #: 158\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 158\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 158\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 158\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 158\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 158\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 158\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 158\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 158\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 158\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 158\n",
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+      "1.0\n",
+      "Game #: 159\n",
+      "14.95  et  0.0\n",
+      "1.0\n",
+      "Game #: 159\n",
+      "1.1840699  et  0.0\n",
+      "2.0\n",
+      "Game #: 159\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 159\n",
+      "0.39402  et  0.199\n",
+      "4.0\n",
+      "Game #: 159\n",
+      "0.5910499  et  0.199\n",
+      "5.0\n",
+      "Game #: 159\n",
+      "1.1840699  et  0.0\n",
+      "6.0\n",
+      "Game #: 159\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 159\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 159\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 159\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 159\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 159\n",
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+      "1.0\n",
+      "Game #: 159\n",
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+      "2.0\n",
+      "Game #: 159\n",
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+      "3.0\n",
+      "Game #: 159\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 159\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 159\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 159\n",
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+      "7.0\n",
+      "Game #: 159\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 159\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 159\n",
+      "random action =  1\n",
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+      "Game #: 159\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 159\n",
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+      "1.0\n",
+      "Game #: 159\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 159\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 159\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 159\n",
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+      "5.0\n",
+      "Game #: 159\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 159\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 159\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 159\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 159\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 159\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 159\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 160\n",
+      "15.249  et  45.2910549\n",
+      "0.0\n",
+      "Game #: 160\n",
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+      "Game #: 160\n",
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+      "2.0\n",
+      "Game #: 160\n",
+      "0.59202  et  0.299\n",
+      "3.0\n",
+      "Game #: 160\n",
+      "0.39601  et  0.0\n",
+      "4.0\n",
+      "Game #: 160\n",
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+      "5.0\n",
+      "Game #: 160\n",
+      "0.29701  et  0.199\n",
+      "6.0\n",
+      "Game #: 160\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 160\n",
+      "0.39601  et  0.5910499\n",
+      "0.0\n",
+      "Game #: 160\n",
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+      "1.0\n",
+      "Game #: 160\n",
+      "0.199  et  0.099\n",
+      "2.0\n",
+      "Game #: 160\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 160\n",
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+      "Game #: 160\n",
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+      "-8.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 160\n",
+      "0.099  et  0.9870599\n",
+      "-8.0\n",
+      "Game #: 160\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 160\n",
+      "0.5910499  et  1.081149401\n",
+      "-8.0\n",
+      "Game #: 160\n",
+      "0.49402  et  0.7880798\n",
+      "0.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 160\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 160\n",
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+      "10.0\n",
+      "Game #: 160\n",
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+      "10.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 160\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 160\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 160\n",
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+      "Game #: 160\n",
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+      "Game #: 160\n",
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+      "-5.0\n",
+      "Game #: 160\n",
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+      "-4.0\n",
+      "Game #: 160\n",
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+      "-3.0\n",
+      "Game #: 160\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 160\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 160\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 160\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 160\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 160\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 160\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 161\n",
+      "15.05  et  0.0\n",
+      "-16.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-15.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-14.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-13.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-12.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 161\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 161\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 161\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 161\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 161\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 161\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 161\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 161\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 161\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 161\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 161\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 161\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 161\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 161\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 161\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 161\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 161\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 161\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 161\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 161\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 161\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 161\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 161\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 161\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 161\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 161\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 162\n",
+      "115.226709251  et  5.1\n",
+      "-8.0\n",
+      "Game #: 162\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 162\n",
+      "0.59501  et  0.6890599\n",
+      "0.0\n",
+      "Game #: 162\n",
+      "0.39402  et  0.4900798\n",
+      "-8.0\n",
+      "Game #: 162\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 162\n",
+      "0.49601  et  0.4910499\n",
+      "1.0\n",
+      "Game #: 162\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 162\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 162\n",
+      "1.2840699  et  2.72874610999\n",
+      "-8.0\n",
+      "Game #: 162\n",
+      "0.29701  et  0.5930399\n",
+      "0.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 162\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 162\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 162\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 162\n",
+      "0.5920399  et  0.39701\n",
+      "2.0\n",
+      "Game #: 162\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 162\n",
+      "0.199  et  0.5910499\n",
+      "-8.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 162\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 162\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 162\n",
+      "0.39601  et  0.0\n",
+      "1.0\n",
+      "Game #: 162\n",
+      "0.299  et  0.0\n",
+      "2.0\n",
+      "Game #: 162\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 162\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 162\n",
+      "0.199  et  0.0\n",
+      "-7.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 162\n",
+      "0.199  et  0.0\n",
+      "-1.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 162\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 162\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 162\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 162\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 162\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 162\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 162\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 162\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 162\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 163\n",
+      "5.1  et  10.149\n",
+      "0.0\n",
+      "Game #: 163\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 163\n",
+      "1.1781198  et  0.299\n",
+      "3.0\n",
+      "Game #: 163\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 163\n",
+      "0.4920499  et  0.39601\n",
+      "4.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 163\n",
+      "0.29701  et  0.199\n",
+      "6.0\n",
+      "Game #: 163\n",
+      "17.1685420705  et  9.1278450335\n",
+      "7.0\n",
+      "Game #: 163\n",
+      "0.7880599  et  0.19701\n",
+      "8.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 163\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 163\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 163\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 163\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 163\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 163\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 164\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 164\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 164\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 164\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 164\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 164\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 164\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 164\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 164\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 164\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 164\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 164\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 164\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 164\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 164\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 164\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 164\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 164\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 164\n",
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+      "114.730699251  et  5.1\n",
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+      "2.0\n",
+      "Game #: 165\n",
+      "0.7840998  et  0.1\n",
+      "3.0\n",
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+      "0.198  et  0.1\n",
+      "4.0\n",
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+      "Game #: 165\n",
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+      "6.0\n",
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+      "random action =  0\n",
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+      "8.0\n",
+      "Game #: 165\n",
+      "random action =  0\n",
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+      "Game #: 165\n",
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+      "Game #: 166\n",
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+      "Game #: 166\n",
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+      "-8.0\n",
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+      "-8.0\n",
+      "Game #: 166\n",
+      "0.0  et  0.1\n"
+     ]
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+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Game #: 166\n",
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+      "8.0\n",
+      "Game #: 166\n",
+      "random action =  1\n",
+      "-8.0\n",
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+      "5.0\n",
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+      "7.0\n",
+      "Game #: 166\n",
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+      "Game #: 166\n",
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+      "Game #: 166\n",
+      "random action =  0\n",
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+      "3.0\n",
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+      "Game #: 167\n",
+      "0.39402  et  0.1\n",
+      "5.0\n",
+      "Game #: 167\n",
+      "random action =  0\n",
+      "6.0\n",
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+      "7.0\n",
+      "Game #: 167\n",
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+      "Game #: 167\n",
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+      "Game #: 167\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 167\n",
+      "random action =  1\n",
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+      "Game #: 167\n",
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+      "2.0\n",
+      "Game #: 167\n",
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+      "3.0\n",
+      "Game #: 167\n",
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+      "4.0\n",
+      "Game #: 167\n",
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+      "5.0\n",
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+      "6.0\n",
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+      "7.0\n",
+      "Game #: 167\n",
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+      "8.0\n",
+      "Game #: 167\n",
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+      "9.0\n",
+      "Game #: 167\n",
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+      "10.0\n",
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+      "1.0\n",
+      "Game #: 168\n",
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+      "2.0\n",
+      "Game #: 168\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 168\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 168\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 168\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 168\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 168\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 168\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 168\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 168\n",
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+      "1.0\n",
+      "Game #: 168\n",
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+      "2.0\n",
+      "Game #: 168\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 168\n",
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+      "4.0\n",
+      "Game #: 168\n",
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+      "5.0\n",
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+      "0.39402  et  0.1\n",
+      "6.0\n",
+      "Game #: 168\n",
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+      "7.0\n",
+      "Game #: 168\n",
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+      "8.0\n",
+      "Game #: 168\n",
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+      "9.0\n",
+      "Game #: 168\n",
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+      "10.0\n",
+      "Game #: 168\n",
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+      "Game #: 168\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 168\n",
+      "random action =  1\n",
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+      "-5.0  et  0.1\n",
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+      "Game #: 168\n",
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+      "Game #: 168\n",
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+      "Game #: 168\n",
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+      "4.0\n",
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+      "5.0\n",
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+      "6.0\n",
+      "Game #: 168\n",
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+      "7.0\n",
+      "Game #: 168\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 168\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 168\n",
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+      "1.0\n",
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+      "79.25250495  et  39.700005\n",
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+      "Game #: 169\n",
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+      "Game #: 169\n",
+      "random action =  0\n",
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+      "Game #: 169\n",
+      "random action =  0\n",
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+      "Game #: 169\n",
+      "1.36930820599  et  0.885119501\n",
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+      "Game #: 169\n",
+      "0.198  et  0.1\n",
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+      "Game #: 169\n",
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+      "1.0\n",
+      "Game #: 169\n",
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+      "2.0\n",
+      "Game #: 169\n",
+      "random action =  0\n",
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+      "Game #: 169\n",
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+      "4.0\n",
+      "Game #: 169\n",
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+      "Game #: 169\n",
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+      "Game #: 169\n",
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+      "Game #: 169\n",
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+      "Game #: 170\n",
+      "random action =  1\n",
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+      "Game #: 170\n",
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+      "1.0\n",
+      "Game #: 170\n",
+      "random action =  0\n",
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+      "3.0\n",
+      "Game #: 170\n",
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+      "4.0\n",
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+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 170\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 170\n",
+      "random action =  1\n",
+      "-8.0\n",
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+      "0.7880599  et  0.880179301\n",
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+      "Game #: 170\n",
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+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 170\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 170\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 170\n",
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+      "5.0\n",
+      "Game #: 170\n",
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+      "6.0\n",
+      "Game #: 170\n",
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+      "Game #: 170\n",
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+      "Game #: 170\n",
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+      "10.0\n",
+      "Game #: 170\n",
+      "random action =  0\n",
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+      "Game #: 170\n",
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+      "10.0\n",
+      "Game #: 170\n",
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+      "Game #: 170\n",
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+      "10.0\n",
+      "Game #: 170\n",
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+      "10.0\n",
+      "Game #: 170\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 170\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 170\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 170\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 170\n",
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+      "1.0\n",
+      "Game #: 171\n",
+      "73.5465649  et  0.0\n",
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+      "Game #: 171\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 171\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 171\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 171\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 171\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 171\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 171\n",
+      "0.198  et  0.1\n",
+      "8.0\n",
+      "Game #: 171\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 171\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 171\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 171\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 171\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 171\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 171\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 171\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 171\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 171\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 171\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 172\n",
+      "155.317764151  et  0.0\n",
+      "1.0\n",
+      "Game #: 172\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 172\n",
+      "0.39601  et  0.0\n",
+      "3.0\n",
+      "Game #: 172\n",
+      "0.883139401  et  0.4920499\n",
+      "4.0\n",
+      "Game #: 172\n",
+      "0.39601  et  0.0\n",
+      "5.0\n",
+      "Game #: 172\n",
+      "0.39402  et  0.1\n",
+      "6.0\n",
+      "Game #: 172\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 172\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 172\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 172\n",
+      "0.298  et  0.1\n",
+      "-7.0\n",
+      "Game #: 172\n",
+      "0.199  et  0.1\n",
+      "-6.0\n",
+      "Game #: 172\n",
+      "0.49601  et  0.0\n",
+      "-5.0\n",
+      "Game #: 172\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 172\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 172\n",
+      "0.199  et  0.1\n",
+      "-2.0\n",
+      "Game #: 172\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 172\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 172\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 172\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 172\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 172\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 172\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 172\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 172\n",
+      "0.4910598  et  0.29602\n",
+      "4.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 172\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 172\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 172\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 172\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 172\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 173\n",
+      "24.99751  et  5.1\n",
+      "1.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 173\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 173\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 173\n",
+      "0.39601  et  0.4920499\n",
+      "0.0\n",
+      "Game #: 173\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 173\n",
+      "0.199  et  0.099\n",
+      "6.0\n",
+      "Game #: 173\n",
+      "34.1653987204  et  9.1278450335\n",
+      "7.0\n",
+      "Game #: 173\n",
+      "0.9870599  et  0.0\n",
+      "8.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 173\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 173\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 173\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 173\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 174\n",
+      "65.087144351  et  45.2910549\n",
+      "1.0\n",
+      "Game #: 174\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 174\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 174\n",
+      "2.93562670899  et  0.49601\n",
+      "4.0\n",
+      "Game #: 174\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 174\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 174\n",
+      "2.54158680899  et  0.6890599\n",
+      "7.0\n",
+      "Game #: 174\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 174\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 174\n",
+      "0.59202  et  0.9850998\n",
+      "0.0\n",
+      "Game #: 174\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 174\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 174\n",
+      "0.39601  et  0.1\n",
+      "3.0\n",
+      "Game #: 174\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 174\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 174\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 174\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 174\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 174\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 174\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 174\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 174\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 174\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 174\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 174\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 174\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 174\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 175\n",
+      "75.3375649  et  0.0\n",
+      "1.0\n",
+      "Game #: 175\n",
+      "1.3830699  et  0.0\n",
+      "2.0\n",
+      "Game #: 175\n",
+      "0.7880599  et  0.1\n",
+      "3.0\n",
+      "Game #: 175\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 175\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 175\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 175\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 175\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 175\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 175\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 175\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 175\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 175\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 175\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 175\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 175\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 175\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 175\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 175\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 175\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 175\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 175\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 175\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 175\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 175\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 175\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 175\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 175\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 175\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 175\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 175\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 175\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 175\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 175\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 176\n",
+      "75.5365649  et  0.0\n",
+      "1.0\n",
+      "Game #: 176\n",
+      "0.59501  et  0.0\n",
+      "2.0\n",
+      "Game #: 176\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 176\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 176\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 176\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 176\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 176\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 176\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 176\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 176\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 176\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 176\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 176\n",
+      "0.39601  et  0.1\n",
+      "8.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 176\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 176\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 176\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 176\n",
+      "0.29701  et  0.199\n",
+      "4.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "10.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 176\n",
+      "0.0  et  0.0\n",
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+      "Game #: 176\n",
+      "0.0  et  0.0\n",
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+      "Game #: 176\n",
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+      "10.0\n",
+      "Game #: 176\n",
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+      "1.0\n",
+      "Game #: 177\n",
+      "74.9415549  et  0.0\n",
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+      "Game #: 177\n",
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+      "2.0\n",
+      "Game #: 177\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 177\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 177\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 177\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 177\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 177\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 177\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 177\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 177\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 177\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 177\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 177\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 177\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 177\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 177\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 177\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 177\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 178\n",
+      "15.149  et  0.0\n",
+      "1.0\n",
+      "Game #: 178\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 178\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 178\n",
+      "0.7880599  et  0.1\n",
+      "4.0\n",
+      "Game #: 178\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 178\n",
+      "0.29601  et  0.199\n",
+      "6.0\n",
+      "Game #: 178\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 178\n",
+      "0.199  et  0.0\n",
+      "8.0\n",
+      "Game #: 178\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 178\n",
+      "0.29701  et  0.199\n",
+      "10.0\n",
+      "Game #: 178\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 178\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 178\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 178\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 178\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 178\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 178\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 178\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 178\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 178\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 178\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 178\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 178\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 178\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 178\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 178\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 178\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 178\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 178\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 178\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 178\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 178\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 179\n",
+      "55.1410549  et  5.1\n",
+      "1.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 179\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 179\n",
+      "0.29601  et  0.199\n",
+      "5.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 179\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 179\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 179\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 179\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 179\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 179\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 179\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 179\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 180\n",
+      "155.417764151  et  0.0\n",
+      "-16.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-15.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-14.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-13.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-12.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 180\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 180\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 180\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 180\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 180\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 180\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 180\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 180\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 180\n",
+      "0.199  et  0.0\n",
+      "-4.0\n",
+      "Game #: 180\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 180\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 180\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 180\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 180\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 180\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 180\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 180\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 180\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 180\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 180\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 180\n",
+      "0.199  et  0.0\n",
+      "-7.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 180\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 180\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 180\n",
+      "random action =  0\n",
+      "-11.0\n",
+      "Game #: 181\n",
+      "45.0920549  et  15.249\n",
+      "-11.0\n",
+      "Game #: 181\n",
+      "0.8880599  et  0.0\n",
+      "-10.0\n",
+      "Game #: 181\n",
+      "0.299  et  0.0\n",
+      "-9.0\n",
+      "Game #: 181\n",
+      "0.5930399  et  0.29701\n",
+      "-8.0\n",
+      "Game #: 181\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 181\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 181\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 181\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 181\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 181\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 181\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 181\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 181\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 181\n",
+      "1.75744740799  et  0.4920499\n",
+      "6.0\n",
+      "Game #: 181\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 181\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 181\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 181\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 181\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 181\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 181\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 181\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 181\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 181\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 181\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 181\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 181\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 181\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 181\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 181\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 181\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 181\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 181\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 181\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 182\n",
+      "35.14651  et  0.0\n",
+      "1.0\n",
+      "Game #: 182\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 182\n",
+      "0.39601  et  0.0\n",
+      "3.0\n",
+      "Game #: 182\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 182\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 182\n",
+      "0.5890599  et  0.199\n",
+      "6.0\n",
+      "Game #: 182\n",
+      "0.4920499  et  0.39601\n",
+      "7.0\n",
+      "Game #: 182\n",
+      "0.39601  et  0.0\n",
+      "8.0\n",
+      "Game #: 182\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 182\n",
+      "0.5910499  et  0.199\n",
+      "10.0\n",
+      "Game #: 182\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 182\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 182\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 182\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 182\n",
+      "2.53565660899  et  1.964249201\n",
+      "-7.0\n",
+      "Game #: 182\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 182\n",
+      "40.1732022047  et  0.0\n",
+      "-5.0\n",
+      "Game #: 182\n",
+      "1.76138780699  et  1.081149401\n",
+      "-4.0\n",
+      "Game #: 182\n",
+      "1.374219002  et  0.7880798\n",
+      "-3.0\n",
+      "Game #: 182\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 182\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 182\n",
+      "0.199  et  0.1\n",
+      "0.0\n",
+      "Game #: 182\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 182\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 182\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 182\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 182\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 182\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 182\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 182\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 182\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 182\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 182\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 182\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 182\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 182\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 182\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 182\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 182\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 182\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 182\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 182\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 182\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 182\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 182\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 183\n",
+      "233.314091509  et  5.1\n",
+      "1.0\n",
+      "Game #: 183\n",
+      "1.568239201  et  0.099\n",
+      "2.0\n",
+      "Game #: 183\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 183\n",
+      "0.39402  et  0.1\n",
+      "4.0\n",
+      "Game #: 183\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 183\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 183\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 183\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 183\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 183\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 183\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 183\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 183\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 183\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 183\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 183\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 183\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 183\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 183\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 184\n",
+      "34.7505  et  0.0\n",
+      "1.0\n",
+      "Game #: 184\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 184\n",
+      "0.7880599  et  0.0\n",
+      "3.0\n",
+      "Game #: 184\n",
+      "2.34061670899  et  0.199\n",
+      "4.0\n",
+      "Game #: 184\n",
+      "0.7840998  et  0.1\n",
+      "5.0\n",
+      "Game #: 184\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 184\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 184\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 184\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 184\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 184\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 185\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 185\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 185\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 185\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 185\n",
+      "0.39601  et  0.0\n",
+      "4.0\n",
+      "Game #: 185\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 185\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 185\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 185\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 185\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 185\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 185\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 185\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 185\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 185\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 185\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 185\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 185\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 185\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 185\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 185\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 185\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 185\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 185\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 185\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 185\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 185\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 186\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 186\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 186\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 186\n",
+      "0.29601  et  0.199\n",
+      "7.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 186\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 186\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 186\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 187\n",
+      "34.7505  et  0.0\n",
+      "1.0\n",
+      "Game #: 187\n",
+      "2.356299101  et  0.0\n",
+      "2.0\n",
+      "Game #: 187\n",
+      "0.39402  et  0.1\n",
+      "3.0\n",
+      "Game #: 187\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 187\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 187\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 187\n",
+      "0.39601  et  0.4920499\n",
+      "0.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 187\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 187\n",
+      "0.198  et  0.29602\n",
+      "-8.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 187\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 187\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 187\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 187\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 187\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 187\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 188\n",
+      "74.153495  et  0.0\n",
+      "1.0\n",
+      "Game #: 188\n",
+      "1.568239201  et  0.0\n",
+      "2.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 188\n",
+      "4.65782725089  et  0.199\n",
+      "4.0\n",
+      "Game #: 188\n",
+      "1.560358602  et  0.1\n",
+      "5.0\n",
+      "Game #: 188\n",
+      "0.39402  et  0.1\n",
+      "6.0\n",
+      "Game #: 188\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 188\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 188\n",
+      "0.19701  et  0.49601\n",
+      "0.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 188\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 188\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 188\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 188\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 188\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 188\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 188\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 188\n",
+      "0.198  et  0.39602\n",
+      "0.0\n",
+      "Game #: 188\n",
+      "0.1  et  0.198\n",
+      "-8.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 188\n",
+      "0.19701  et  0.9870599\n",
+      "-8.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 188\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 188\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 188\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 188\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 188\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 188\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 188\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 188\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 188\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 188\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 188\n",
+      "0.1  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 188\n",
+      "0.1  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 188\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 188\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 188\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 188\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 188\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 188\n",
+      "1.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 188\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 188\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 188\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 189\n",
+      "19.24751  et  10.149\n",
+      "-1.0\n",
+      "Game #: 189\n",
+      "0.299  et  0.0\n",
+      "0.0\n",
+      "Game #: 189\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 189\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 189\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 189\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 189\n",
+      "0.9870599  et  1.177189301\n",
+      "0.0\n",
+      "Game #: 189\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 189\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 189\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 189\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 189\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 189\n",
+      "0.59501  et  0.0\n",
+      "2.0\n",
+      "Game #: 189\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 189\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 189\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 189\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 189\n",
+      "0.59302  et  0.1\n",
+      "7.0\n",
+      "Game #: 189\n",
+      "0.199  et  0.0\n",
+      "8.0\n",
+      "Game #: 189\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 189\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 189\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 189\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 189\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 189\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 189\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 189\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 189\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 189\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 189\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 189\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 190\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 190\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 190\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 190\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 190\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 190\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 190\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 190\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 190\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 190\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 190\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 190\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 190\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 190\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 190\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 190\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 190\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 190\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 190\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 190\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 191\n",
+      "35.44551  et  0.0\n",
+      "-16.0\n",
+      "Game #: 191\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 191\n",
+      "0.59501  et  0.0\n",
+      "3.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 191\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 191\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 191\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 191\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 191\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 191\n",
+      "0.39601  et  0.0\n",
+      "7.0\n",
+      "Game #: 191\n",
+      "0.198  et  0.1\n",
+      "8.0\n",
+      "Game #: 191\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 191\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 191\n",
+      "0.1  et  0.59302\n",
+      "-8.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 191\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 191\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 191\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 191\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 191\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 191\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 191\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 191\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 191\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 191\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 192\n",
+      "20.24751  et  10.149\n",
+      "-8.0\n",
+      "Game #: 192\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 192\n",
+      "0.39402  et  0.5900798\n",
+      "0.0\n",
+      "Game #: 192\n",
+      "0.39402  et  0.5890798\n",
+      "-8.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 192\n",
+      "1.568239201  et  2.33273610999\n",
+      "-8.0\n",
+      "Game #: 192\n",
+      "0.198  et  0.39602\n",
+      "0.0\n",
+      "Game #: 192\n",
+      "1.36539750799  et  2.33092283391\n",
+      "-8.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 192\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 192\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 192\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 192\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 192\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 192\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 192\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 192\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 192\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 192\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 192\n",
+      "0.299  et  0.0\n",
+      "8.0\n",
+      "Game #: 192\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 192\n",
+      "0.39601  et  0.0\n",
+      "10.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 192\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 192\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 192\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 192\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 192\n",
+      "0.5910499  et  0.199\n",
+      "4.0\n",
+      "Game #: 192\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 192\n",
+      "0.19701  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 192\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 192\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 192\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 192\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 193\n",
+      "5.1  et  0.0\n",
+      "-16.0\n",
+      "Game #: 193\n",
+      "0.1  et  0.0\n",
+      "-15.0\n",
+      "Game #: 193\n",
+      "0.1  et  0.0\n",
+      "-14.0\n",
+      "Game #: 193\n",
+      "0.1  et  0.0\n",
+      "-13.0\n",
+      "Game #: 193\n",
+      "0.1  et  0.0\n",
+      "-12.0\n",
+      "Game #: 193\n",
+      "0.1  et  0.0\n",
+      "-11.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 193\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 193\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 193\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 193\n",
+      "0.299  et  0.0\n",
+      "2.0\n",
+      "Game #: 193\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 193\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 193\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 193\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 193\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 193\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 193\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 193\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 193\n",
+      "0.299  et  0.0\n",
+      "3.0\n",
+      "Game #: 193\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 193\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 194\n",
+      "74.253495  et  0.0\n",
+      "-11.0\n",
+      "Game #: 194\n",
+      "0.69501  et  0.0\n",
+      "-10.0\n",
+      "Game #: 194\n",
+      "random action =  0\n",
+      "-9.0\n",
+      "Game #: 194\n",
+      "0.298  et  0.1\n",
+      "-8.0\n",
+      "Game #: 194\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 194\n",
+      "0.298  et  0.1\n",
+      "-6.0\n",
+      "Game #: 194\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 194\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 194\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 194\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 194\n",
+      "0.49402  et  0.1\n",
+      "-1.0\n",
+      "Game #: 194\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 194\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 194\n",
+      "0.6880599  et  0.69501\n",
+      "-8.0\n",
+      "Game #: 194\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 194\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 194\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 194\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 194\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 194\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 194\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 194\n",
+      "0.299  et  0.29601\n",
+      "1.0\n",
+      "Game #: 194\n",
+      "0.39601  et  0.1\n",
+      "2.0\n",
+      "Game #: 194\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 194\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 194\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 194\n",
+      "0.199  et  0.6910499\n",
+      "0.0\n",
+      "Game #: 194\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 194\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 194\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 194\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 194\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 194\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 194\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 194\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 194\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 194\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 194\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 194\n",
+      "0.39601  et  0.299\n",
+      "0.0\n",
+      "Game #: 194\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 194\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 194\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 194\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 194\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 194\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 194\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 194\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 194\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 194\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 194\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 194\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 194\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 194\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 194\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 194\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 194\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 194\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 194\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 194\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 194\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 194\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 194\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 195\n",
+      "94.733189251  et  15.249\n",
+      "1.0\n",
+      "Game #: 195\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 195\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 195\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 195\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 195\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 195\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 195\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 195\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 195\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 195\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 195\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 195\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 195\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 195\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 195\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 195\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 195\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 195\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 196\n",
+      "45.2925449  et  10.149\n",
+      "1.0\n",
+      "Game #: 196\n",
+      "0.199  et  0.099\n",
+      "2.0\n",
+      "Game #: 196\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 196\n",
+      "2.344458402  et  0.299\n",
+      "4.0\n",
+      "Game #: 196\n",
+      "0.7880599  et  0.0\n",
+      "5.0\n",
+      "Game #: 196\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 196\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 196\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 196\n",
+      "0.39402  et  0.1\n",
+      "9.0\n",
+      "Game #: 196\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 196\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 196\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 196\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 196\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 196\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 196\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 196\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 196\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 196\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 196\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 196\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 196\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 196\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 196\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 196\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 196\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 196\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 197\n",
+      "10.149  et  5.1\n",
+      "-16.0\n",
+      "Game #: 197\n",
+      "0.69501  et  0.0\n",
+      "-15.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-14.0\n",
+      "Game #: 197\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 197\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 197\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 197\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 197\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 197\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 197\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 197\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 197\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 197\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 197\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 197\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 197\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 197\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 197\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 197\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 197\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 197\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 197\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 197\n",
+      "0.49601  et  0.0\n",
+      "10.0\n",
+      "Game #: 197\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 197\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 197\n",
+      "0.199  et  0.0\n",
+      "-2.0\n",
+      "Game #: 197\n",
+      "0.199  et  0.0\n",
+      "-1.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 197\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 197\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 198\n",
+      "5.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 198\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 198\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 198\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 198\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 198\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 198\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 198\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 198\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 198\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 198\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 198\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 198\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 199\n",
+      "14.95  et  0.0\n",
+      "1.0\n",
+      "Game #: 199\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 199\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 199\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 199\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 199\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 199\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 199\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 199\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 199\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 199\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 199\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 199\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 199\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 199\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 199\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 199\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 199\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 199\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 200\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 200\n",
+      "0.59501  et  0.0\n",
+      "2.0\n",
+      "Game #: 200\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 200\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 200\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 200\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 200\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 200\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 200\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 200\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 200\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 200\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 200\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 200\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 200\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 200\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 200\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 200\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 200\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 200\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 200\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 200\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 200\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 200\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 201\n",
+      "14.95  et  0.0\n",
+      "1.0\n",
+      "Game #: 201\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 201\n",
+      "0.198  et  0.39602\n",
+      "0.0\n",
+      "Game #: 201\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 201\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 201\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 201\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 201\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 201\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 201\n",
+      "0.29701  et  0.199\n",
+      "4.0\n",
+      "Game #: 201\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 201\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 201\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 201\n",
+      "1.75744740799  et  2.33192283391\n",
+      "0.0\n",
+      "Game #: 201\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 201\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 201\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 201\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 201\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 201\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 201\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 201\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 201\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 201\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 201\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 201\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 201\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 201\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 201\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 201\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 201\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 201\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 201\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 201\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 201\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 201\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 201\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 201\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 201\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 201\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 201\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 201\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 202\n",
+      "34.8505  et  0.0\n",
+      "-16.0\n",
+      "Game #: 202\n",
+      "0.1  et  0.0\n",
+      "-15.0\n",
+      "Game #: 202\n",
+      "0.8840998  et  0.1\n",
+      "-14.0\n",
+      "Game #: 202\n",
+      "0.1  et  0.0\n",
+      "-13.0\n",
+      "Game #: 202\n",
+      "0.39601  et  0.199\n",
+      "-12.0\n",
+      "Game #: 202\n",
+      "0.1  et  0.0\n",
+      "-11.0\n",
+      "Game #: 202\n",
+      "0.1  et  0.0\n",
+      "-10.0\n",
+      "Game #: 202\n",
+      "0.49502  et  0.298\n",
+      "-9.0\n",
+      "Game #: 202\n",
+      "0.299  et  0.0\n",
+      "-8.0\n",
+      "Game #: 202\n",
+      "0.69202  et  0.299\n",
+      "-7.0\n",
+      "Game #: 202\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 202\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 202\n",
+      "0.29701  et  0.199\n",
+      "-4.0\n",
+      "Game #: 202\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 202\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 202\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 202\n",
+      "0.39601  et  0.299\n",
+      "0.0\n",
+      "Game #: 202\n",
+      "0.4930399  et  0.29701\n",
+      "1.0\n",
+      "Game #: 202\n",
+      "0.5910499  et  0.199\n",
+      "2.0\n",
+      "Game #: 202\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 202\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 202\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 202\n",
+      "0.39601  et  0.19701\n",
+      "6.0\n",
+      "Game #: 202\n",
+      "1.080159401  et  0.5900499\n",
+      "7.0\n",
+      "Game #: 202\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 202\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 202\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 202\n",
+      "0.39402  et  0.199\n",
+      "10.0\n",
+      "Game #: 202\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 202\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 202\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 202\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 202\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 202\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 202\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 202\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 202\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 202\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 202\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 202\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 202\n",
+      "0.299  et  0.0\n",
+      "-3.0\n",
+      "Game #: 202\n",
+      "0.299  et  0.0\n",
+      "-2.0\n",
+      "Game #: 202\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 202\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 202\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 202\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 202\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 202\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 202\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 202\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 202\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 202\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 202\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 202\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 202\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 202\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 202\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 202\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 202\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 202\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 202\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 202\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 203\n",
+      "15.44601  et  0.0\n",
+      "-3.0\n",
+      "Game #: 203\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 203\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 203\n",
+      "1.280149401  et  0.29701\n",
+      "0.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 203\n",
+      "0.59202  et  0.299\n",
+      "2.0\n",
+      "Game #: 203\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 203\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 203\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 203\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 203\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 203\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 203\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 203\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 203\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 203\n",
+      "0.299  et  0.0\n",
+      "-6.0\n",
+      "Game #: 203\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 203\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 203\n",
+      "0.39701  et  0.199\n",
+      "-3.0\n",
+      "Game #: 203\n",
+      "0.299  et  0.0\n",
+      "-2.0\n",
+      "Game #: 203\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 203\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 203\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 203\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 203\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 203\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 203\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 203\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 203\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 203\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 203\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 203\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 203\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 203\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 203\n",
+      "0.39601  et  0.0\n",
+      "8.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 203\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 204\n",
+      "34.7505  et  0.0\n",
+      "1.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 204\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 204\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 204\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 204\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 204\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 204\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 204\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 204\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 204\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 204\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 204\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 204\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 204\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 204\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 205\n",
+      "34.9495  et  0.0\n",
+      "1.0\n",
+      "Game #: 205\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 205\n",
+      "0.39601  et  0.0\n",
+      "3.0\n",
+      "Game #: 205\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 205\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 205\n",
+      "0.4930399  et  0.29701\n",
+      "6.0\n",
+      "Game #: 205\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 205\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 205\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 205\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 205\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 205\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 205\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 205\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 205\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 205\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 205\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 205\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 205\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 205\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 205\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 205\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 205\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 205\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 205\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 205\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 206\n",
+      "154.332694251  et  0.0\n",
+      "1.0\n",
+      "Game #: 206\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 206\n",
+      "0.39402  et  0.1\n",
+      "3.0\n",
+      "Game #: 206\n",
+      "1.568239201  et  0.1\n",
+      "4.0\n",
+      "Game #: 206\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 206\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 206\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 206\n",
+      "0.39601  et  0.0\n",
+      "8.0\n",
+      "Game #: 206\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 206\n",
+      "0.979179301  et  0.39601\n",
+      "10.0\n",
+      "Game #: 206\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 206\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 206\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 206\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 206\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 206\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 206\n",
+      "79.9446723873  et  79.1452256634\n",
+      "1.0\n",
+      "Game #: 206\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 206\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 206\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 206\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 206\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 206\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 206\n",
+      "0.39402  et  0.4900798\n",
+      "-8.0\n",
+      "Game #: 206\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 206\n",
+      "0.0  et  0.9870599\n",
+      "-8.0\n",
+      "Game #: 206\n",
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+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 206\n",
+      "0.0  et  1.0870599\n",
+      "0.0\n",
+      "Game #: 206\n",
+      "0.199  et  1.759358602\n",
+      "-8.0\n",
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+      "Game #: 206\n",
+      "0.1  et  0.9870599\n",
+      "-8.0\n",
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+      "Game #: 206\n",
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+      "Game #: 206\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 206\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 206\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 206\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 206\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 206\n",
+      "random action =  1\n",
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+      "Game #: 206\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 206\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 206\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 206\n",
+      "0.0  et  0.0\n",
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+      "Game #: 206\n",
+      "0.39501  et  0.299\n",
+      "2.0\n",
+      "Game #: 206\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 206\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 206\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 206\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 206\n",
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+      "2.0\n",
+      "Game #: 206\n",
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+      "3.0\n",
+      "Game #: 206\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 206\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 206\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 206\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 206\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 206\n",
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+      "2.0\n",
+      "Game #: 206\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 206\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 206\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 207\n",
+      "152.86445505  et  0.0\n",
+      "-8.0\n",
+      "Game #: 207\n",
+      "1.4830699  et  0.0\n",
+      "-7.0\n",
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+      "0.49402  et  0.1\n",
+      "-6.0\n",
+      "Game #: 207\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 207\n",
+      "0.8880599  et  0.199\n",
+      "-4.0\n",
+      "Game #: 207\n",
+      "0.199  et  0.1\n",
+      "-3.0\n",
+      "Game #: 207\n",
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+      "-2.0\n",
+      "Game #: 207\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 207\n",
+      "5.15775774989  et  0.6890599\n",
+      "0.0\n",
+      "Game #: 207\n",
+      "0.39402  et  0.199\n",
+      "1.0\n",
+      "Game #: 207\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 207\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 207\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 207\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 207\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
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+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 207\n",
+      "79.9446723873  et  158.290451327\n",
+      "-8.0\n",
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+      "0.0  et  0.69501\n",
+      "0.0\n",
+      "Game #: 207\n",
+      "1.374219002  et  2.14855661198\n",
+      "-8.0\n",
+      "Game #: 207\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 207\n",
+      "0.39701  et  0.199\n",
+      "-7.0\n",
+      "Game #: 207\n",
+      "0.199  et  0.1\n",
+      "-6.0\n",
+      "Game #: 207\n",
+      "0.8880599  et  0.19701\n",
+      "-5.0\n",
+      "Game #: 207\n",
+      "0.199  et  0.1\n",
+      "-4.0\n",
+      "Game #: 207\n",
+      "0.5910499  et  0.49601\n",
+      "-3.0\n",
+      "Game #: 207\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 207\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 207\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 207\n",
+      "0.39601  et  0.199\n",
+      "-7.0\n",
+      "Game #: 207\n",
+      "0.39701  et  0.199\n",
+      "-6.0\n",
+      "Game #: 207\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 207\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 207\n",
+      "random action =  0\n",
+      "-7.0\n",
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+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 207\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 207\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
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+      "-3.0\n",
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+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 207\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
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+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 207\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 207\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 207\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 207\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 207\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 207\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 207\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 207\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 207\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 207\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 207\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 207\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 207\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 207\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 207\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 207\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 207\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 207\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 207\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 207\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 207\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 207\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 207\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 208\n",
+      "15.05  et  0.0\n",
+      "-3.0\n",
+      "Game #: 208\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 208\n",
+      "0.1  et  0.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "-1.0\n",
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+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 208\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 208\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 208\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 208\n",
+      "0.39601  et  0.0\n",
+      "4.0\n",
+      "Game #: 208\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 208\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 208\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 208\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 208\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 208\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 208\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 208\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 208\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 208\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 208\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 208\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 208\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 208\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 208\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 208\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 208\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 208\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 208\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 208\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 208\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 208\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 208\n",
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+      "-1.0\n",
+      "Game #: 209\n",
+      "35.44551  et  0.0\n",
+      "-1.0\n",
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+      "3.051309101  et  0.0\n",
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+      "Game #: 209\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 209\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 209\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 209\n",
+      "0.39402  et  0.4900798\n",
+      "-8.0\n",
+      "Game #: 209\n",
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+      "0.0\n",
+      "Game #: 209\n",
+      "0.199  et  0.39402\n",
+      "-8.0\n",
+      "Game #: 209\n",
+      "random action =  1\n",
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+      "Game #: 209\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 209\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 209\n",
+      "0.5910499  et  0.199\n",
+      "3.0\n",
+      "Game #: 209\n",
+      "67.9891434535  et  9.1278450335\n",
+      "4.0\n",
+      "Game #: 209\n",
+      "1.568239201  et  0.19701\n",
+      "5.0\n",
+      "Game #: 209\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 209\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 209\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 209\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 209\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 209\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 209\n",
+      "0.0  et  0.0\n",
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+      "Game #: 209\n",
+      "0.0  et  0.0\n",
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+      "Game #: 209\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 209\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 209\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 209\n",
+      "0.0  et  0.0\n",
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+      "Game #: 209\n",
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+      "Game #: 209\n",
+      "0.099  et  0.1\n",
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+      "Game #: 209\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 209\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 209\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 209\n",
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+      "3.0\n",
+      "Game #: 209\n",
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+      "4.0\n",
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+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 209\n",
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+      "2.0\n",
+      "Game #: 209\n",
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+      "Game #: 209\n",
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+      "4.0\n",
+      "Game #: 209\n",
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+      "5.0\n",
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+      "-1.0\n",
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+      "15.05  et  0.0\n",
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+      "2.0\n",
+      "Game #: 210\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 210\n",
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+      "5.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 210\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 210\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 210\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 210\n",
+      "-19.85  et  -5.0\n",
+      "-8.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 210\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 210\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 210\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 210\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 210\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 210\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 211\n",
+      "155.021754151  et  0.0\n",
+      "-1.0\n",
+      "Game #: 211\n",
+      "2.852309101  et  0.0\n",
+      "0.0\n",
+      "Game #: 211\n",
+      "3.31979600999  et  0.1\n",
+      "1.0\n",
+      "Game #: 211\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 211\n",
+      "0.7880599  et  0.0\n",
+      "3.0\n",
+      "Game #: 211\n",
+      "0.879199002  et  0.4900798\n",
+      "4.0\n",
+      "Game #: 211\n",
+      "0.39402  et  0.1\n",
+      "5.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 211\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 211\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 211\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 211\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 211\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 211\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 211\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 211\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 212\n",
+      "34.8505  et  0.0\n",
+      "-1.0\n",
+      "Game #: 212\n",
+      "0.299  et  0.0\n",
+      "0.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 212\n",
+      "0.981149401  et  0.29701\n",
+      "4.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 212\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 212\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 212\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 212\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 212\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 212\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 213\n",
+      "5.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 213\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 213\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 213\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 213\n",
+      "0.299  et  0.39601\n",
+      "0.0\n",
+      "Game #: 213\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 213\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 213\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 213\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 213\n",
+      "0.39601  et  0.0\n",
+      "3.0\n",
+      "Game #: 213\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 213\n",
+      "0.199  et  0.39601\n",
+      "0.0\n",
+      "Game #: 213\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 213\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 213\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 213\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 213\n",
+      "0.39601  et  0.0\n",
+      "5.0\n",
+      "Game #: 213\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 213\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 213\n",
+      "0.39402  et  0.1\n",
+      "8.0\n",
+      "Game #: 213\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 213\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 213\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 213\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 213\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 213\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 213\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 213\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 213\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 213\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 213\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 213\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 213\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 214\n",
+      "54.7450449  et  64.397594451\n",
+      "0.0\n",
+      "Game #: 214\n",
+      "3.051309101  et  3.02079600999\n",
+      "1.0\n",
+      "Game #: 214\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 214\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 214\n",
+      "0.29701  et  0.199\n",
+      "4.0\n",
+      "Game #: 214\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 214\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 214\n",
+      "0.59202  et  2.060348602\n",
+      "0.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 214\n",
+      "0.39402  et  0.1\n",
+      "2.0\n",
+      "Game #: 214\n",
+      "0.7880599  et  0.1\n",
+      "3.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 214\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 214\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 214\n",
+      "0.7840998  et  0.1\n",
+      "2.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 214\n",
+      "0.39402  et  0.1\n",
+      "8.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 214\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 214\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 214\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 214\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 215\n",
+      "19.10651  et  14.249\n",
+      "0.0\n",
+      "Game #: 215\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 215\n",
+      "6.80539405988  et  0.0\n",
+      "2.0\n",
+      "Game #: 215\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 215\n",
+      "0.39601  et  0.0\n",
+      "5.0\n",
+      "Game #: 215\n",
+      "5.05775774989  et  0.6890599\n",
+      "6.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 215\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 215\n",
+      "0.298  et  0.49502\n",
+      "0.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 215\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 215\n",
+      "0.198  et  0.39602\n",
+      "0.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 215\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 215\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 215\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 215\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 215\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 215\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 215\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 215\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 216\n",
+      "14.95  et  0.0\n",
+      "1.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 216\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 216\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 216\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 216\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 216\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 217\n",
+      "14.95  et  0.0\n",
+      "1.0\n",
+      "Game #: 217\n",
+      "1.1840699  et  0.0\n",
+      "2.0\n",
+      "Game #: 217\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 217\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 217\n",
+      "0.1  et  0.298\n",
+      "0.0\n",
+      "Game #: 217\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 217\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 217\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 217\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 217\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 217\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 217\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 217\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 217\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 217\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 217\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 217\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 217\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 217\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 217\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 217\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 217\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 217\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 217\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 217\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 217\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 217\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 217\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 217\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 217\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 217\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 217\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 217\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 217\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 217\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 217\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 218\n",
+      "10.049  et  5.1\n",
+      "1.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 218\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 218\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 218\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 218\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 218\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 218\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 218\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 218\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 218\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 218\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 219\n",
+      "314.28135066  et  0.0\n",
+      "1.0\n",
+      "Game #: 219\n",
+      "1.1840699  et  0.0\n",
+      "2.0\n",
+      "Game #: 219\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 219\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 219\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 219\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 219\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 219\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 219\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 219\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 219\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 219\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 219\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 219\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 219\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 219\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 219\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 219\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 219\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 219\n",
+      "0.29602  et  0.198\n",
+      "7.0\n",
+      "Game #: 219\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 219\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 219\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 219\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 219\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 219\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 219\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 219\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 219\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 219\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 219\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 219\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 219\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 220\n",
+      "14.95  et  0.0\n",
+      "1.0\n",
+      "Game #: 220\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 220\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 220\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 220\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 220\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 220\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 220\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 220\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 220\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 220\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 220\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 220\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 220\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 220\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 220\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 220\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 220\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 220\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 221\n",
+      "75.0415549  et  0.0\n",
+      "-16.0\n",
+      "Game #: 221\n",
+      "0.1  et  0.0\n",
+      "-15.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "-14.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "-13.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "-12.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 221\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 221\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 221\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 221\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 221\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 221\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 221\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 221\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 221\n",
+      "0.299  et  0.0\n",
+      "2.0\n",
+      "Game #: 221\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 221\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 221\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 221\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 221\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 221\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 221\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 221\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 221\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 221\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 221\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 221\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 221\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 221\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 221\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 221\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 221\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 221\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 221\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 222\n",
+      "15.05  et  0.0\n",
+      "-16.0\n",
+      "Game #: 222\n",
+      "0.1  et  0.0\n",
+      "-15.0\n",
+      "Game #: 222\n",
+      "0.299  et  0.0\n",
+      "-14.0\n",
+      "Game #: 222\n",
+      "0.1  et  0.0\n",
+      "-13.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "-12.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 222\n",
+      "random action =  0\n",
+      "-10.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 222\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 222\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 222\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 222\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 222\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 222\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 222\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 222\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 222\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 222\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 222\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 222\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 222\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 222\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 222\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 222\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 222\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 222\n",
+      "0.198  et  0.39602\n",
+      "0.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 222\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 222\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 222\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 223\n",
+      "75.6365649  et  0.0\n",
+      "-4.0\n",
+      "Game #: 223\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 223\n",
+      "0.8880599  et  0.0\n",
+      "-2.0\n",
+      "Game #: 223\n",
+      "0.299  et  0.0\n",
+      "-1.0\n",
+      "Game #: 223\n",
+      "0.199  et  0.1\n",
+      "0.0\n",
+      "Game #: 223\n",
+      "1.74960601398  et  0.4900798\n",
+      "1.0\n",
+      "Game #: 223\n",
+      "0.7840998  et  0.1\n",
+      "2.0\n",
+      "Game #: 223\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 223\n",
+      "0.099  et  0.49601\n",
+      "0.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 223\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 223\n",
+      "0.7840998  et  0.1\n",
+      "3.0\n",
+      "Game #: 223\n",
+      "1.568239201  et  0.1\n",
+      "4.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 223\n",
+      "0.5900598  et  0.39602\n",
+      "6.0\n",
+      "Game #: 223\n",
+      "0.39402  et  0.1\n",
+      "7.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 223\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 223\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 223\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 223\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 223\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 223\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 224\n",
+      "233.314091509  et  5.1\n",
+      "1.0\n",
+      "Game #: 224\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 224\n",
+      "0.5900598  et  0.39602\n",
+      "3.0\n",
+      "Game #: 224\n",
+      "0.6910499  et  0.39601\n",
+      "4.0\n",
+      "Game #: 224\n",
+      "0.5890599  et  0.199\n",
+      "5.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 224\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 224\n",
+      "0.198  et  0.39602\n",
+      "0.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 224\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 224\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 224\n",
+      "0.39601  et  0.0\n",
+      "4.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 224\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 224\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 224\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 224\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 224\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 224\n",
+      "0.0  et  -5.0\n",
+      "6.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 224\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 225\n",
+      "15.249  et  0.0\n",
+      "-1.0\n",
+      "Game #: 225\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 225\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 225\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 225\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 225\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 225\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 225\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 225\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 225\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 225\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 226\n",
+      "20.14751  et  10.149\n",
+      "1.0\n",
+      "Game #: 226\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 226\n",
+      "6.60639405988  et  0.1\n",
+      "3.0\n",
+      "Game #: 226\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 226\n",
+      "0.8880599  et  1.178179301\n",
+      "0.0\n",
+      "Game #: 226\n",
+      "0.39601  et  0.3920499\n",
+      "1.0\n",
+      "Game #: 226\n",
+      "0.884119501  et  0.5930399\n",
+      "2.0\n",
+      "Game #: 226\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 226\n",
+      "0.5900499  et  0.49601\n",
+      "4.0\n",
+      "Game #: 226\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 226\n",
+      "0.199  et  0.39601\n",
+      "0.0\n",
+      "Game #: 226\n",
+      "0.39402  et  0.4900798\n",
+      "-8.0\n",
+      "Game #: 226\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 226\n",
+      "0.0  et  2.163249201\n",
+      "-8.0\n",
+      "Game #: 226\n",
+      "0.0  et  1.2840699\n",
+      "0.0\n",
+      "Game #: 226\n",
+      "1.176189301  et  2.15148730799\n",
+      "-8.0\n",
+      "Game #: 226\n",
+      "79.9446723873  et  315.097998141\n",
+      "0.0\n",
+      "Game #: 226\n",
+      "0.198  et  0.29602\n",
+      "-8.0\n",
+      "Game #: 226\n",
+      "1.374219002  et  4.37562765784\n",
+      "0.0\n",
+      "Game #: 226\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 226\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 226\n",
+      "0.39601  et  0.4920499\n",
+      "0.0\n",
+      "Game #: 226\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 226\n",
+      "0.199  et  0.6910499\n",
+      "0.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 226\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 226\n",
+      "0.1  et  0.198\n",
+      "-8.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 226\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 226\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 226\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 226\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 226\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 226\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 226\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 227\n",
+      "15.249  et  0.0\n",
+      "-3.0\n",
+      "Game #: 227\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 227\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 227\n",
+      "0.69501  et  0.0\n",
+      "0.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 227\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 227\n",
+      "0.9870599  et  0.1\n",
+      "4.0\n",
+      "Game #: 227\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 227\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 227\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 227\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 227\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 227\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 227\n",
+      "1.178159401  et  0.39701\n",
+      "4.0\n",
+      "Game #: 227\n",
+      "0.4920499  et  0.39601\n",
+      "5.0\n",
+      "Game #: 227\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 227\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 227\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 227\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 227\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 227\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 227\n",
+      "0.198  et  0.1\n",
+      "8.0\n",
+      "Game #: 227\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 227\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 227\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 227\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 227\n",
+      "0.39601  et  0.0\n",
+      "3.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 227\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 227\n",
+      "0.199  et  0.0\n",
+      "8.0\n",
+      "Game #: 227\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 227\n",
+      "random action =  0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2.0\n",
+      "Game #: 227\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 227\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 228\n",
+      "5.0  et  25.0995\n",
+      "0.0\n",
+      "Game #: 228\n",
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+      "Game #: 228\n",
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+      "2.0\n",
+      "Game #: 228\n",
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+      "3.0\n",
+      "Game #: 228\n",
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+      "4.0\n",
+      "Game #: 228\n",
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+      "5.0\n",
+      "Game #: 228\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 228\n",
+      "random action =  1\n",
+      "-8.0\n",
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+      "0.0\n",
+      "Game #: 228\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 228\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 228\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 228\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 228\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 228\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 228\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 228\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 228\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 228\n",
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+      "0.0\n",
+      "Game #: 228\n",
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+      "1.0\n",
+      "Game #: 228\n",
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+      "2.0\n",
+      "Game #: 228\n",
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+      "3.0\n",
+      "Game #: 228\n",
+      "0.59202  et  0.299\n",
+      "4.0\n",
+      "Game #: 228\n",
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+      "5.0\n",
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+      "6.0\n",
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+      "7.0\n",
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+      "8.0\n",
+      "Game #: 228\n",
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+      "9.0\n",
+      "Game #: 228\n",
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+      "Game #: 228\n",
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+      "Game #: 228\n",
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+      "10.0\n",
+      "Game #: 228\n",
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+      "10.0\n",
+      "Game #: 228\n",
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+      "2.0\n",
+      "Game #: 229\n",
+      "0.7880599  et  0.0\n",
+      "3.0\n",
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+      "-8.0\n",
+      "Game #: 229\n",
+      "0.5890599  et  0.882169301\n",
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+      "Game #: 229\n",
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+      "2.0\n",
+      "Game #: 229\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
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+      "0.0\n",
+      "Game #: 229\n",
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+      "-8.0\n",
+      "Game #: 229\n",
+      "3.12079600999  et  3.18958804989\n",
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+      "Game #: 229\n",
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+      "-8.0\n",
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+      "0.5900598  et  1.080179202\n",
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+      "Game #: 229\n",
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+      "1.0\n",
+      "Game #: 229\n",
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+      "2.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 229\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 229\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 229\n",
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+      "1.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 229\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 229\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 229\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 230\n",
+      "155.516764151  et  0.0\n",
+      "1.0\n",
+      "Game #: 230\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 230\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 230\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 230\n",
+      "0.29701  et  0.5930399\n",
+      "0.0\n",
+      "Game #: 230\n",
+      "0.199  et  1.572199301\n",
+      "-8.0\n",
+      "Game #: 230\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 230\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 230\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 230\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 230\n",
+      "0.199  et  0.1\n",
+      "-6.0\n",
+      "Game #: 230\n",
+      "7.03634011928  et  0.7880599\n",
+      "-5.0\n",
+      "Game #: 230\n",
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+      "-4.0\n",
+      "Game #: 230\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 230\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 230\n",
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+      "-1.0\n",
+      "Game #: 230\n",
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+      "Game #: 230\n",
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+      "-8.0\n",
+      "Game #: 230\n",
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+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 230\n",
+      "0.199  et  0.39701\n",
+      "0.0\n",
+      "Game #: 230\n",
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+      "-8.0\n",
+      "Game #: 230\n",
+      "1.080159401  et  1.75940770699\n",
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+      "Game #: 230\n",
+      "0.59202  et  0.8850998\n",
+      "-8.0\n",
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+      "Game #: 230\n",
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+      "1.0\n",
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+      "0.099  et  0.1\n",
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+      "2.0\n",
+      "Game #: 230\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 230\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 230\n",
+      "0.7880599  et  0.0\n",
+      "5.0\n",
+      "Game #: 230\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 230\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 230\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 230\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 230\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 230\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 230\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 230\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 230\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 230\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 230\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 230\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 230\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 230\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 230\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 230\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 230\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 230\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 230\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 230\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 230\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 230\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 230\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 230\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 230\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 230\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 230\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 230\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 231\n",
+      "34.8505  et  0.0\n",
+      "-6.0\n",
+      "Game #: 231\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 231\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 231\n",
+      "1.668239201  et  0.0\n",
+      "-3.0\n",
+      "Game #: 231\n",
+      "0.199  et  0.1\n",
+      "-2.0\n",
+      "Game #: 231\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 231\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 231\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 231\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 231\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 231\n",
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+      "1.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 231\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 232\n",
+      "86.994760341  et  9.159\n",
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+      "Game #: 232\n",
+      "0.1  et  0.0\n",
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+      "Game #: 232\n",
+      "0.49402  et  0.1\n",
+      "-1.0\n",
+      "Game #: 232\n",
+      "0.199  et  0.1\n",
+      "0.0\n",
+      "Game #: 232\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 232\n",
+      "0.883139401  et  0.4920499\n",
+      "2.0\n",
+      "Game #: 232\n",
+      "0.4920499  et  0.39601\n",
+      "3.0\n",
+      "Game #: 232\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 232\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 232\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 232\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 232\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 232\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 232\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 232\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 232\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 232\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 232\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 232\n",
+      "0.39601  et  0.0\n",
+      "5.0\n",
+      "Game #: 232\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 232\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 232\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 232\n",
+      "0.199  et  0.0\n",
+      "9.0\n",
+      "Game #: 232\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 232\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 232\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 232\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 232\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 232\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 232\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 232\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 232\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 232\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 232\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 232\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 232\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 233\n",
+      "313.49329076  et  0.0\n",
+      "1.0\n",
+      "Game #: 233\n",
+      "11.2954292709  et  0.0\n",
+      "2.0\n",
+      "Game #: 233\n",
+      "0.9830998  et  0.1\n",
+      "3.0\n",
+      "Game #: 233\n",
+      "0.39601  et  0.0\n",
+      "4.0\n",
+      "Game #: 233\n",
+      "0.39601  et  0.0\n",
+      "5.0\n",
+      "Game #: 233\n",
+      "1.75547730799  et  1.572199301\n",
+      "6.0\n",
+      "Game #: 233\n",
+      "0.29601  et  0.199\n",
+      "7.0\n",
+      "Game #: 233\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 233\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 233\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 233\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 233\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 233\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 233\n",
+      "2.34061670899  et  2.9132205419\n",
+      "0.0\n",
+      "Game #: 233\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 233\n",
+      "1.568239201  et  0.0\n",
+      "2.0\n",
+      "Game #: 233\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 233\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 233\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 233\n",
+      "0.39402  et  0.1\n",
+      "6.0\n",
+      "Game #: 233\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 233\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 233\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 233\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 233\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 233\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 233\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 233\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 233\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 234\n",
+      "74.153495  et  0.0\n",
+      "1.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 234\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 234\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 234\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 234\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 234\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 234\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 234\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 234\n",
+      "-5.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 234\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 234\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 234\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 234\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 234\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 234\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 234\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 234\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 234\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 234\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 234\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 234\n",
+      "0.29601  et  0.199\n",
+      "6.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 234\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 234\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 235\n",
+      "75.0415549  et  0.0\n",
+      "-16.0\n",
+      "Game #: 235\n",
+      "random action =  0\n",
+      "-15.0\n",
+      "Game #: 235\n",
+      "0.299  et  0.0\n",
+      "-14.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-13.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-12.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 235\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 235\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 235\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 235\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 235\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 235\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 235\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 235\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 235\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 235\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 235\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 235\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 235\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 235\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 235\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 235\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 235\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 235\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 235\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 235\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 235\n",
+      "0.199  et  0.19701\n",
+      "-8.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 235\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 235\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 235\n",
+      "0.299  et  0.0\n",
+      "3.0\n",
+      "Game #: 235\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 236\n",
+      "154.432694251  et  0.0\n",
+      "-5.0\n",
+      "Game #: 236\n",
+      "3.22079600999  et  0.0\n",
+      "-4.0\n",
+      "Game #: 236\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 236\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 236\n",
+      "0.299  et  0.0\n",
+      "-1.0\n",
+      "Game #: 236\n",
+      "0.49601  et  0.0\n",
+      "0.0\n",
+      "Game #: 236\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 236\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 236\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 236\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 236\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 236\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 236\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 236\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 236\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 236\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 236\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 236\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 236\n",
+      "0.29701  et  0.199\n",
+      "3.0\n",
+      "Game #: 236\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 236\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 236\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 236\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 236\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 236\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 236\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 236\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 236\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 236\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 236\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 236\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 236\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 236\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 236\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 236\n",
+      "0.39601  et  0.0\n",
+      "4.0\n",
+      "Game #: 236\n",
+      "0.0  et  0.0\n",
+      "5.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Game #: 236\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 236\n",
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+      "Game #: 236\n",
+      "0.0  et  0.0\n",
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+      "Game #: 236\n",
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+      "9.0\n",
+      "Game #: 236\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 236\n",
+      "random action =  0\n",
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+      "Game #: 236\n",
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+      "10.0\n",
+      "Game #: 236\n",
+      "random action =  1\n",
+      "-8.0\n",
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+      "Game #: 236\n",
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+      "Game #: 236\n",
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+      "3.0\n",
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+      "-8.0\n",
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+      "Game #: 236\n",
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+      "2.0\n",
+      "Game #: 236\n",
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+      "3.0\n",
+      "Game #: 236\n",
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+      "4.0\n",
+      "Game #: 236\n",
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+      "5.0\n",
+      "Game #: 236\n",
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+      "6.0\n",
+      "Game #: 236\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 236\n",
+      "random action =  0\n",
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+      "Game #: 236\n",
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+      "9.0\n",
+      "Game #: 236\n",
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+      "Game #: 236\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 236\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 237\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 237\n",
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+      "2.0\n",
+      "Game #: 237\n",
+      "1.956368602  et  0.1\n",
+      "3.0\n",
+      "Game #: 237\n",
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+      "4.0\n",
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+      "5.0\n",
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+      "6.0\n",
+      "Game #: 237\n",
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+      "7.0\n",
+      "Game #: 237\n",
+      "0.198  et  0.1\n",
+      "8.0\n",
+      "Game #: 237\n",
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+      "-8.0\n",
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+      "-8.0\n",
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+      "Game #: 237\n",
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+      "2.0\n",
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+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 237\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 237\n",
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+      "1.0\n",
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+      "1.75059601398  et  0.976258802\n",
+      "2.0\n",
+      "Game #: 237\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 237\n",
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+      "4.0\n",
+      "Game #: 237\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 237\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 237\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 237\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 237\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 237\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 237\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 237\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 237\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 237\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 237\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 237\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 237\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 237\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 237\n",
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+      "1.0\n",
+      "Game #: 238\n",
+      "469.295042104  et  5.1\n",
+      "1.0\n",
+      "Game #: 238\n",
+      "3.12079600999  et  0.099\n",
+      "2.0\n",
+      "Game #: 238\n",
+      "1.568239201  et  0.0\n",
+      "3.0\n",
+      "Game #: 238\n",
+      "0.7840998  et  0.1\n",
+      "4.0\n",
+      "Game #: 238\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 238\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 238\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 238\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 238\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 238\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 238\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 238\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 238\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 238\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 238\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 238\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 238\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 238\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 238\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 238\n",
+      "0.0  et  -5.0\n",
+      "3.0\n",
+      "Game #: 238\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 238\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 238\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 238\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 238\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 238\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 239\n",
+      "random action =  0\n",
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+      "Game #: 239\n",
+      "0.39601  et  0.0\n",
+      "1.0\n",
+      "Game #: 239\n",
+      "1.568239201  et  0.0\n",
+      "2.0\n",
+      "Game #: 239\n",
+      "3.12079600999  et  0.0\n",
+      "3.0\n",
+      "Game #: 239\n",
+      "0.7840998  et  0.1\n",
+      "4.0\n",
+      "Game #: 239\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 239\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 239\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 239\n",
+      "0.39601  et  0.3920499\n",
+      "1.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 239\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 239\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 239\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 239\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 239\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 239\n",
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+      "-4.0\n",
+      "Game #: 239\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 239\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 239\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 239\n",
+      "0.69501  et  0.0\n",
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+      "Game #: 239\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 239\n",
+      "0.59202  et  0.299\n",
+      "2.0\n",
+      "Game #: 239\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 239\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 239\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 239\n",
+      "0.5900598  et  0.39602\n",
+      "3.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 239\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 239\n",
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+      "Game #: 239\n",
+      "0.29601  et  0.59501\n",
+      "-8.0\n",
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+      "0.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 239\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 239\n",
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+      "5.0\n",
+      "Game #: 239\n",
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+      "-3.0\n",
+      "Game #: 240\n",
+      "23.30651  et  5.1\n",
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+      "Game #: 240\n",
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+      "Game #: 240\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 240\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 240\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 240\n",
+      "0.29601  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 240\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 240\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 240\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 240\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 240\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 240\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 240\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 240\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 240\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 240\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 240\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 240\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 240\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 240\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 241\n",
+      "43.1219549  et  14.249\n",
+      "-5.0\n",
+      "Game #: 241\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 241\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 241\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 241\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 241\n",
+      "2.456299101  et  0.0\n",
+      "0.0\n",
+      "Game #: 241\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 241\n",
+      "1.176189301  et  0.199\n",
+      "4.0\n",
+      "Game #: 241\n",
+      "0.39601  et  0.1\n",
+      "5.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 241\n",
+      "0.6880599  et  0.49601\n",
+      "7.0\n",
+      "Game #: 241\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 241\n",
+      "2.53565660899  et  4.5745492439\n",
+      "0.0\n",
+      "Game #: 241\n",
+      "0.199  et  0.29701\n",
+      "-8.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 241\n",
+      "0.59302  et  0.6870898\n",
+      "-8.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.69501\n",
+      "0.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 241\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 241\n",
+      "1.560358602  et  0.1\n",
+      "3.0\n",
+      "Game #: 241\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 241\n",
+      "0.39402  et  0.1\n",
+      "2.0\n",
+      "Game #: 241\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.9870599\n",
+      "-8.0\n",
+      "Game #: 241\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 241\n",
+      "0.69501  et  0.6880599\n",
+      "1.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 241\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 241\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 241\n",
+      "0.39402  et  0.1\n",
+      "5.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 241\n",
+      "0.59202  et  0.299\n",
+      "7.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 241\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 241\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 241\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 241\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 242\n",
+      "55.2410549  et  5.1\n",
+      "-4.0\n",
+      "Game #: 242\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 242\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 242\n",
+      "6.31038405988  et  0.0\n",
+      "-1.0\n",
+      "Game #: 242\n",
+      "1.660358602  et  0.1\n",
+      "0.0\n",
+      "Game #: 242\n",
+      "0.39402  et  0.1\n",
+      "1.0\n",
+      "Game #: 242\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 242\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 242\n",
+      "0.39601  et  0.4920499\n",
+      "0.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 242\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 242\n",
+      "0.0  et  1.2840699\n",
+      "0.0\n",
+      "Game #: 242\n",
+      "0.099  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 242\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 242\n",
+      "0.1  et  0.298\n",
+      "0.0\n",
+      "Game #: 242\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 242\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 242\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 242\n",
+      "0.59501  et  0.0\n",
+      "5.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 242\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 242\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 242\n",
+      "0.39402  et  0.1\n",
+      "3.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 242\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 242\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 242\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 242\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 242\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 243\n",
+      "5.1  et  0.0\n",
+      "-16.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-15.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-14.0\n",
+      "Game #: 243\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 243\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 243\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 243\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 243\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 243\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 243\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 243\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 243\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 243\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 243\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 243\n",
+      "0.299  et  0.0\n",
+      "4.0\n",
+      "Game #: 243\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 243\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 243\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 243\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 243\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 243\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 243\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 243\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 243\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 243\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 243\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 243\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 243\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 243\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 244\n",
+      "74.153495  et  0.0\n",
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+      "Game #: 244\n",
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+      "1.0\n",
+      "Game #: 244\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 244\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 244\n",
+      "0.39601  et  0.1\n",
+      "4.0\n",
+      "Game #: 244\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 244\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 244\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 244\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 244\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 244\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 244\n",
+      "0.0  et  0.0\n",
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+      "Game #: 244\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
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+      "Game #: 244\n",
+      "0.0  et  0.0\n",
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+      "Game #: 244\n",
+      "0.0  et  0.0\n",
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+      "Game #: 244\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 244\n",
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+      "5.0\n",
+      "Game #: 244\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 244\n",
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+      "7.0\n",
+      "Game #: 244\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 244\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 244\n",
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+      "Game #: 244\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 244\n",
+      "random action =  1\n",
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+      "Game #: 244\n",
+      "0.0  et  0.1\n",
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+      "Game #: 244\n",
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+      "Game #: 244\n",
+      "0.0  et  0.0\n",
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+      "Game #: 244\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 244\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
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+      "0.0  et  0.0\n",
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+      "-2.0\n",
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+      "151.457664151  et  0.0\n",
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+      "-1.0\n",
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+      "1.859358602  et  0.1\n",
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+      "0.39402  et  0.1\n",
+      "1.0\n",
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+      "0.39601  et  0.1\n",
+      "2.0\n",
+      "Game #: 245\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 245\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 245\n",
+      "0.39402  et  0.1\n",
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+      "Game #: 245\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 245\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 245\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 245\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 245\n",
+      "random action =  1\n",
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+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 245\n",
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+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 245\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 245\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 245\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 245\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 245\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 245\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 245\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 245\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 245\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
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+      "2.0\n",
+      "Game #: 245\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 245\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 245\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 245\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 245\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 245\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 245\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 245\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 245\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 245\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 245\n",
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+      "0.0  et  0.0\n",
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+      "Game #: 245\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 245\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 245\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 245\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 245\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 245\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 245\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 245\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 245\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Game #: 246\n",
+      "0.0  et  0.0\n",
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+      "34.7505  et  0.0\n",
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+      "Game #: 247\n",
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+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 247\n",
+      "0.0  et  0.0\n",
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+      "Game #: 247\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 247\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 247\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 247\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 247\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 247\n",
+      "0.0  et  0.0\n",
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+      "Game #: 247\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 247\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 247\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 247\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 247\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 247\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 247\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 247\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 248\n",
+      "random action =  1\n",
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+      "0.299  et  0.29601\n",
+      "1.0\n",
+      "Game #: 248\n",
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+      "Game #: 248\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 248\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 248\n",
+      "0.59302  et  0.1\n",
+      "5.0\n",
+      "Game #: 248\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 248\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 248\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 248\n",
+      "0.39402  et  0.6890798\n",
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+      "Game #: 248\n",
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+      "Game #: 248\n",
+      "1.369239201  et  0.49601\n",
+      "3.0\n",
+      "Game #: 248\n",
+      "2.14161670899  et  2.163249201\n",
+      "-8.0\n",
+      "Game #: 248\n",
+      "random action =  1\n",
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+      "Game #: 248\n",
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+      "-8.0\n",
+      "Game #: 248\n",
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+      "0.199  et  0.29701\n",
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+      "2.0\n",
+      "Game #: 248\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 248\n",
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+      "4.0\n",
+      "Game #: 248\n",
+      "0.3920499  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 248\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 248\n",
+      "random action =  1\n",
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+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 248\n",
+      "random action =  0\n",
+      "1.0\n",
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+      "0.29602  et  0.198\n",
+      "2.0\n",
+      "Game #: 248\n",
+      "0.7880599  et  0.0\n",
+      "3.0\n",
+      "Game #: 248\n",
+      "0.099  et  0.1\n",
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+      "Game #: 248\n",
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+      "Game #: 248\n",
+      "0.0  et  0.0\n",
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+      "Game #: 248\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 248\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 248\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 248\n",
+      "0.198  et  0.1\n",
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+      "Game #: 248\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 248\n",
+      "random action =  1\n",
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+      "Game #: 248\n",
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+      "3.0\n",
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+      "0.199  et  0.099\n",
+      "4.0\n",
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+      "0.29601  et  0.299\n",
+      "-8.0\n",
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+      "3.0\n",
+      "Game #: 248\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 248\n",
+      "random action =  1\n",
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+      "3.98552854889  et  2.72874610999\n",
+      "3.0\n",
+      "Game #: 249\n",
+      "0.39501  et  0.299\n",
+      "4.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 249\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 249\n",
+      "0.199  et  0.0\n",
+      "8.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 249\n",
+      "0.781189002  et  0.5890798\n",
+      "10.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 249\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 249\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 249\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 249\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 249\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 249\n",
+      "0.199  et  0.0\n",
+      "8.0\n",
+      "Game #: 249\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 249\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 249\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 249\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 249\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 249\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 249\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 249\n",
+      "0.5900598  et  0.980179202\n",
+      "-8.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 249\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 249\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 249\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 249\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 250\n",
+      "35.0495  et  0.0\n",
+      "-5.0\n",
+      "Game #: 250\n",
+      "0.299  et  0.0\n",
+      "-4.0\n",
+      "Game #: 250\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 250\n",
+      "0.298  et  0.1\n",
+      "-2.0\n",
+      "Game #: 250\n",
+      "0.298  et  0.1\n",
+      "-1.0\n",
+      "Game #: 250\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 250\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 250\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 250\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 250\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 250\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 250\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 250\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 250\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 250\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 250\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 250\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 250\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 250\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 250\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 250\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 250\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 250\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 251\n",
+      "5.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 251\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 251\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 251\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 251\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 251\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 251\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 251\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 251\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 251\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 251\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 251\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 251\n",
+      "-10.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 251\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 251\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 252\n",
+      "5.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 252\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 252\n",
+      "0.199  et  0.1\n",
+      "-3.0\n",
+      "Game #: 252\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 252\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 252\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 252\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 252\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 252\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 252\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 252\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 252\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 252\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 252\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 252\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 252\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 252\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 252\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 252\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 252\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 252\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 252\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 252\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 252\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 252\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 252\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 252\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 252\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 252\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 252\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 252\n",
+      "0.0  et  0.0\n",
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+      "Game #: 252\n",
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+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 252\n",
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+      "8.0\n",
+      "Game #: 252\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 252\n",
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+      "Game #: 252\n",
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+      "Game #: 252\n",
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+      "3.0\n",
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+      "Game #: 252\n",
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+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 252\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "random action =  1\n",
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+      "Game #: 253\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 253\n",
+      "random action =  1\n",
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+      "Game #: 253\n",
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+      "3.0\n",
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+      "0.39501  et  0.299\n",
+      "5.0\n",
+      "Game #: 253\n",
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+      "Game #: 253\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
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+      "random action =  1\n",
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+      "5.0\n",
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+      "6.0\n",
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+      "8.0\n",
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+      "Game #: 253\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 253\n",
+      "random action =  0\n",
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+      "-5.0\n",
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+      "-4.0\n",
+      "Game #: 254\n",
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+      "0.198  et  0.1\n",
+      "1.0\n",
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+      "2.0\n",
+      "Game #: 254\n",
+      "2.34457680899  et  0.8880599\n",
+      "3.0\n",
+      "Game #: 254\n",
+      "1.3830699  et  0.0\n",
+      "4.0\n",
+      "Game #: 254\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
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+      "0.299  et  0.39601\n",
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+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 254\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 254\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 254\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 254\n",
+      "0.29701  et  1.280149401\n",
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+      "Game #: 254\n",
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+      "Game #: 254\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 254\n",
+      "0.0  et  0.49601\n",
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+      "Game #: 254\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 254\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 254\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 254\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 254\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 254\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 254\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 254\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 254\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 254\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 254\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 254\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 254\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 254\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 254\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 254\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 254\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 254\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 254\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 254\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 254\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 254\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 254\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 254\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 254\n",
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+      "1.0\n",
+      "Game #: 254\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 254\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 254\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 254\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 254\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 254\n",
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+      "-2.0\n",
+      "Game #: 255\n",
+      "34.8505  et  0.0\n",
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+      "Game #: 255\n",
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+      "Game #: 255\n",
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+      "1.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 255\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 255\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
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+      "Game #: 255\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 255\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 255\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 255\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 255\n",
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+      "1.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 255\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 255\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 255\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 256\n",
+      "random action =  0\n",
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+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 256\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 256\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 256\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 256\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 256\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 256\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 256\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 256\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 256\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 256\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 257\n",
+      "152.66545505  et  156.238800499\n",
+      "0.0\n",
+      "Game #: 257\n",
+      "1.568239201  et  1.55255680899\n",
+      "1.0\n",
+      "Game #: 257\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 257\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 257\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 257\n",
+      "0.49601  et  0.5910499\n",
+      "0.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 257\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 257\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 257\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 257\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 257\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 257\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 257\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 257\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 257\n",
+      "0.199  et  0.1\n",
+      "-7.0\n",
+      "Game #: 257\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 257\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 257\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 257\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 257\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 257\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 257\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 257\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 257\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 258\n",
+      "5.1  et  0.0\n",
+      "-16.0\n",
+      "Game #: 258\n",
+      "random action =  0\n",
+      "-15.0\n",
+      "Game #: 258\n",
+      "0.1  et  0.0\n",
+      "-14.0\n",
+      "Game #: 258\n",
+      "0.49601  et  0.1\n",
+      "-13.0\n",
+      "Game #: 258\n",
+      "0.39701  et  0.199\n",
+      "-12.0\n",
+      "Game #: 258\n",
+      "0.39701  et  0.199\n",
+      "-11.0\n",
+      "Game #: 258\n",
+      "2.263249201  et  0.1\n",
+      "-10.0\n",
+      "Game #: 258\n",
+      "0.298  et  0.1\n",
+      "-9.0\n",
+      "Game #: 258\n",
+      "0.1  et  0.0\n",
+      "-8.0\n",
+      "Game #: 258\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 258\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 258\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 258\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 258\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 258\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 258\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 258\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 258\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 258\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 258\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 258\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 258\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 258\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 258\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 258\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 258\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 258\n",
+      "0.199  et  0.0\n",
+      "-3.0\n",
+      "Game #: 258\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 258\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 258\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 258\n",
+      "0.39601  et  0.0\n",
+      "1.0\n",
+      "Game #: 258\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 258\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 258\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 258\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 258\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 258\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 258\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 258\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 258\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 258\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 258\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 258\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 258\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 258\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 258\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 258\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 258\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 258\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 258\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 258\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 258\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 258\n",
+      "0.199  et  0.0\n",
+      "-3.0\n",
+      "Game #: 258\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 258\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 258\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 258\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 258\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 258\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 258\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 258\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 258\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 258\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 258\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 258\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 258\n",
+      "1.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 258\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 259\n",
+      "65.087144351  et  113.827327807\n",
+      "0.0\n",
+      "Game #: 259\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 259\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 259\n",
+      "4.66547221998  et  0.299\n",
+      "3.0\n",
+      "Game #: 259\n",
+      "3.12079600999  et  0.0\n",
+      "4.0\n",
+      "Game #: 259\n",
+      "0.7880599  et  0.1\n",
+      "5.0\n",
+      "Game #: 259\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 259\n",
+      "0.39402  et  0.1\n",
+      "7.0\n",
+      "Game #: 259\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 259\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 259\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 259\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 259\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 259\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 259\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 259\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 259\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 259\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 259\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 259\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 259\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 260\n",
+      "182.77619888  et  113.827327807\n",
+      "1.0\n",
+      "Game #: 260\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 260\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 260\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 260\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 260\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 260\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.1\n",
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+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 260\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 260\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 260\n",
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+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 260\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 261\n",
+      "154.332694251  et  0.0\n",
+      "1.0\n",
+      "Game #: 261\n",
+      "0.7880599  et  0.0\n",
+      "2.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 261\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 261\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 261\n",
+      "0.199  et  0.1\n",
+      "-7.0\n",
+      "Game #: 261\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 261\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 261\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 261\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 261\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 261\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 261\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 261\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 261\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 261\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 261\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 261\n",
+      "0.199  et  0.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "10.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 261\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 262\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 262\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 262\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 262\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 262\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 262\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 262\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 263\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 263\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 263\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 263\n",
+      "0.69501  et  0.6880599\n",
+      "1.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 263\n",
+      "0.39601  et  0.0\n",
+      "4.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 263\n",
+      "0.5900598  et  0.39602\n",
+      "8.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 263\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 263\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 263\n",
+      "0.1  et  0.298\n",
+      "0.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 263\n",
+      "0.7880599  et  0.0\n",
+      "3.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 263\n",
+      "0.59202  et  0.299\n",
+      "8.0\n",
+      "Game #: 263\n",
+      "0.7860699  et  0.299\n",
+      "9.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 263\n",
+      "0.29701  et  0.199\n",
+      "10.0\n",
+      "Game #: 263\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 263\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 263\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 263\n",
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+      "2.0\n",
+      "Game #: 263\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.1\n",
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+      "Game #: 263\n",
+      "0.198  et  0.29602\n",
+      "-8.0\n",
+      "Game #: 263\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 263\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 263\n",
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+      "-6.0\n",
+      "Game #: 263\n",
+      "0.29701  et  0.199\n",
+      "-5.0\n",
+      "Game #: 263\n",
+      "1.276189301  et  0.199\n",
+      "-4.0\n",
+      "Game #: 263\n",
+      "0.49601  et  0.099\n",
+      "-3.0\n",
+      "Game #: 263\n",
+      "0.69202  et  0.299\n",
+      "-2.0\n",
+      "Game #: 263\n",
+      "0.199  et  0.1\n",
+      "-1.0\n",
+      "Game #: 263\n",
+      "0.29701  et  0.199\n",
+      "0.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 263\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 263\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 264\n",
+      "34.9495  et  0.0\n",
+      "1.0\n",
+      "Game #: 264\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 264\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 264\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 264\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 264\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 264\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 264\n",
+      "0.9870599  et  0.19701\n",
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+      "Game #: 264\n",
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+      "9.0\n",
+      "Game #: 264\n",
+      "1.076209002  et  0.6890798\n",
+      "10.0\n",
+      "Game #: 264\n",
+      "0.5910499  et  0.39601\n",
+      "10.0\n",
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+      "1.560358602  et  0.1\n",
+      "10.0\n",
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+      "10.0\n",
+      "Game #: 264\n",
+      "4.06605101356  et  2.33192283391\n",
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+      "0.199  et  0.099\n",
+      "10.0\n",
+      "Game #: 264\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 264\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 264\n",
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+      "10.0\n",
+      "Game #: 264\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 265\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 265\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 265\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 265\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 265\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 265\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 265\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 265\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 265\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 265\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 265\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 265\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 265\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 265\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 265\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 265\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 265\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 265\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 265\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 266\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 266\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 266\n",
+      "0.9870599  et  0.0\n",
+      "2.0\n",
+      "Game #: 266\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 266\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 266\n",
+      "0.7880599  et  0.880179301\n",
+      "-8.0\n",
+      "Game #: 266\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 266\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 266\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 266\n",
+      "0.199  et  0.1\n",
+      "-6.0\n",
+      "Game #: 266\n",
+      "0.199  et  0.1\n",
+      "-5.0\n",
+      "Game #: 266\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 266\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 266\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 266\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 266\n",
+      "0.199  et  0.1\n",
+      "0.0\n",
+      "Game #: 266\n",
+      "0.5890599  et  0.199\n",
+      "1.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 266\n",
+      "0.39601  et  0.0\n",
+      "4.0\n",
+      "Game #: 266\n",
+      "0.39601  et  0.0\n",
+      "5.0\n",
+      "Game #: 266\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 266\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 266\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 266\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 266\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 266\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 266\n",
+      "0.4920499  et  0.39601\n",
+      "5.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 266\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 266\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 266\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 267\n",
+      "14.95  et  0.0\n",
+      "1.0\n",
+      "Game #: 267\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 267\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 267\n",
+      "0.39601  et  0.3920499\n",
+      "1.0\n",
+      "Game #: 267\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 267\n",
+      "0.39402  et  0.4900798\n",
+      "-8.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 267\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 267\n",
+      "2.5221011409  et  1.75155680899\n",
+      "3.0\n",
+      "Game #: 267\n",
+      "0.199  et  0.099\n",
+      "4.0\n",
+      "Game #: 267\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 267\n",
+      "0.199  et  0.49402\n",
+      "0.0\n",
+      "Game #: 267\n",
+      "0.39402  et  0.4900798\n",
+      "-8.0\n",
+      "Game #: 267\n",
+      "0.1  et  1.0870599\n",
+      "0.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 267\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 267\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 267\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 267\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 267\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 267\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 267\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 267\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 268\n",
+      "25.19651  et  5.1\n",
+      "1.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 268\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 268\n",
+      "0.7880599  et  0.0\n",
+      "8.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 268\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 268\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 268\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 268\n",
+      "0.39601  et  0.0\n",
+      "10.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 268\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 269\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 269\n",
+      "0.39601  et  0.099\n",
+      "2.0\n",
+      "Game #: 269\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 269\n",
+      "9.28428971776  et  0.299\n",
+      "4.0\n",
+      "Game #: 269\n",
+      "6.21038405988  et  0.0\n",
+      "5.0\n",
+      "Game #: 269\n",
+      "1.65943740799  et  0.880179301\n",
+      "6.0\n",
+      "Game #: 269\n",
+      "3.50120163591  et  0.5930399\n",
+      "7.0\n",
+      "Game #: 269\n",
+      "0.7840998  et  0.1\n",
+      "8.0\n",
+      "Game #: 269\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 269\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 269\n",
+      "9.40460342708  et  6.34728021928\n",
+      "10.0\n",
+      "Game #: 269\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 269\n",
+      "0.29601  et  0.199\n",
+      "10.0\n",
+      "Game #: 269\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 269\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 269\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 269\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 269\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 269\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 270\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 270\n",
+      "4.88803521099  et  0.0\n",
+      "2.0\n",
+      "Game #: 270\n",
+      "0.39402  et  0.1\n",
+      "3.0\n",
+      "Game #: 270\n",
+      "0.39601  et  0.0\n",
+      "4.0\n",
+      "Game #: 270\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 270\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 270\n",
+      "0.39501  et  0.299\n",
+      "7.0\n",
+      "Game #: 270\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 270\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 270\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 270\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 270\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 270\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 270\n",
+      "random action =  1\n",
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+      "Game #: 270\n",
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+      "Game #: 270\n",
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+      "Game #: 270\n",
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+      "0.0\n",
+      "Game #: 270\n",
+      "random action =  0\n",
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+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 270\n",
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+      "Game #: 270\n",
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+      "0.39402  et  0.1\n",
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+      "Game #: 270\n",
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+      "7.0\n",
+      "Game #: 270\n",
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+      "8.0\n",
+      "Game #: 270\n",
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+     "output_type": "stream",
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+      "Game #: 271\n",
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+      "Game #: 271\n",
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+      "Game #: 272\n",
+      "0.0  et  0.0\n",
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+      "random action =  0\n",
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+      "Game #: 273\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 273\n",
+      "random action =  1\n",
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+      "0.0  et  0.1\n",
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+      "Game #: 273\n",
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+      "Game #: 273\n",
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+      "Game #: 273\n",
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+      "Game #: 274\n",
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+      "2.0\n",
+      "Game #: 274\n",
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+      "3.0\n",
+      "Game #: 274\n",
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+      "Game #: 274\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 274\n",
+      "random action =  1\n",
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+      "Game #: 274\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 274\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 274\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 274\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 274\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 274\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 274\n",
+      "0.39701  et  0.199\n",
+      "-6.0\n",
+      "Game #: 274\n",
+      "0.0  et  0.0\n",
+      "-14.0\n",
+      "Game #: 275\n",
+      "15.05  et  0.0\n",
+      "-14.0\n",
+      "Game #: 275\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 275\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 275\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 275\n",
+      "1.1840699  et  0.0\n",
+      "3.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 275\n",
+      "0.7880599  et  0.299\n",
+      "5.0\n",
+      "Game #: 275\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 275\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 275\n",
+      "1.95839780699  et  0.5930399\n",
+      "2.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 275\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 275\n",
+      "0.8880599  et  1.178179301\n",
+      "-8.0\n",
+      "Game #: 275\n",
+      "0.39601  et  0.7910499\n",
+      "0.0\n",
+      "Game #: 275\n",
+      "0.4930399  et  0.785119501\n",
+      "-8.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 275\n",
+      "2.34457680899  et  3.2091909409\n",
+      "-8.0\n",
+      "Game #: 275\n",
+      "1.178159401  et  1.66338780699\n",
+      "0.0\n",
+      "Game #: 275\n",
+      "0.4920499  et  0.883139401\n",
+      "-8.0\n",
+      "Game #: 275\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 275\n",
+      "0.199  et  0.0\n",
+      "-7.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 275\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 275\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 275\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 275\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 275\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 275\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 275\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 275\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 275\n",
+      "0.299  et  0.0\n",
+      "8.0\n",
+      "Game #: 275\n",
+      "0.198  et  0.1\n",
+      "9.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 275\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 275\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 275\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 275\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 275\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 275\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 276\n",
+      "42.3025449  et  10.149\n",
+      "0.0\n",
+      "Game #: 276\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 276\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 276\n",
+      "0.5910499  et  0.49601\n",
+      "4.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 276\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 276\n",
+      "13.8960075997  et  0.69302\n",
+      "7.0\n",
+      "Game #: 276\n",
+      "1.174199301  et  0.49601\n",
+      "8.0\n",
+      "Game #: 276\n",
+      "2.63176511598  et  2.060348602\n",
+      "9.0\n",
+      "Game #: 276\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 276\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 276\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 276\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 276\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 276\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 276\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 276\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 276\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 276\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 276\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 276\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 276\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 276\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 276\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 276\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 276\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 276\n",
+      "0.199  et  0.1\n",
+      "-5.0\n",
+      "Game #: 276\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 276\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 276\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 276\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 276\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 276\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 276\n",
+      "0.7900499  et  0.199\n",
+      "3.0\n",
+      "Game #: 276\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 277\n",
+      "55.2410549  et  5.1\n",
+      "-5.0\n",
+      "Game #: 277\n",
+      "0.69501  et  0.0\n",
+      "-4.0\n",
+      "Game #: 277\n",
+      "0.39701  et  0.199\n",
+      "-3.0\n",
+      "Game #: 277\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 277\n",
+      "0.69501  et  0.0\n",
+      "-1.0\n",
+      "Game #: 277\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 277\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 277\n",
+      "0.39601  et  0.4920499\n",
+      "0.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 277\n",
+      "1.1840699  et  0.0\n",
+      "2.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 277\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 277\n",
+      "0.1  et  0.49601\n",
+      "0.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 277\n",
+      "0.39601  et  0.0\n",
+      "5.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 277\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 277\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 277\n",
+      "0.298  et  0.1\n",
+      "-7.0\n",
+      "Game #: 277\n",
+      "0.49601  et  0.0\n",
+      "-6.0\n",
+      "Game #: 277\n",
+      "0.8880599  et  0.199\n",
+      "-5.0\n",
+      "Game #: 277\n",
+      "0.8900499  et  0.199\n",
+      "-4.0\n",
+      "Game #: 277\n",
+      "0.298  et  0.1\n",
+      "-3.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 277\n",
+      "0.59501  et  0.0\n",
+      "-1.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 277\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 277\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 277\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 277\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 277\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 277\n",
+      "0.199  et  0.0\n",
+      "8.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 277\n",
+      "0.199  et  0.099\n",
+      "10.0\n",
+      "Game #: 277\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 277\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 277\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 277\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 278\n",
+      "628.951648613  et  0.0\n",
+      "-16.0\n",
+      "Game #: 278\n",
+      "0.8880599  et  0.0\n",
+      "-15.0\n",
+      "Game #: 278\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 278\n",
+      "0.977209002  et  1.65651671198\n",
+      "0.0\n",
+      "Game #: 278\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 278\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 278\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 278\n",
+      "1.964249201  et  0.19701\n",
+      "4.0\n",
+      "Game #: 278\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 278\n",
+      "2.52598243491  et  1.36342740799\n",
+      "6.0\n",
+      "Game #: 278\n",
+      "0.7880599  et  0.1\n",
+      "7.0\n",
+      "Game #: 278\n",
+      "1.176189301  et  0.199\n",
+      "8.0\n",
+      "Game #: 278\n",
+      "135.298395473  et  9.1278450335\n",
+      "9.0\n",
+      "Game #: 278\n",
+      "1.964249201  et  0.0\n",
+      "10.0\n",
+      "Game #: 278\n",
+      "2.71812084586  et  2.14955661198\n",
+      "10.0\n",
+      "Game #: 278\n",
+      "0.879199002  et  0.4900798\n",
+      "10.0\n",
+      "Game #: 278\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 278\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 278\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 278\n",
+      "0.0  et  0.1\n",
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+      "Game #: 278\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
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+      "0.0  et  0.1\n",
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+      "Game #: 278\n",
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+      "1.0\n",
+      "Game #: 278\n",
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+      "2.0\n",
+      "Game #: 278\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 278\n",
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+      "4.0\n",
+      "Game #: 278\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 278\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 278\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 278\n",
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+      "0.198  et  0.1\n",
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+      "Game #: 278\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 278\n",
+      "random action =  0\n",
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+      "Game #: 278\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 279\n",
+      "random action =  1\n",
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+      "Game #: 279\n",
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+      "1.0\n",
+      "Game #: 279\n",
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+      "2.0\n",
+      "Game #: 279\n",
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+      "3.0\n",
+      "Game #: 279\n",
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+      "4.0\n",
+      "Game #: 279\n",
+      "0.39402  et  0.1\n",
+      "5.0\n",
+      "Game #: 279\n",
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+      "7.0\n",
+      "Game #: 279\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 279\n",
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+      "-8.0\n",
+      "Game #: 279\n",
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+      "Game #: 279\n",
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+      "-8.0\n",
+      "Game #: 279\n",
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+      "Game #: 279\n",
+      "0.099  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 279\n",
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+      "Game #: 279\n",
+      "0.1  et  0.59302\n",
+      "-8.0\n",
+      "Game #: 279\n",
+      "random action =  1\n",
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+      "Game #: 279\n",
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+      "1.0\n",
+      "Game #: 279\n",
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+      "2.0\n",
+      "Game #: 279\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 279\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 279\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 279\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 279\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 279\n",
+      "0.199  et  0.099\n",
+      "8.0\n",
+      "Game #: 279\n",
+      "1.954378602  et  0.9870599\n",
+      "9.0\n",
+      "Game #: 279\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 279\n",
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+      "10.0\n",
+      "Game #: 279\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 279\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 279\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 279\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 279\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 279\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 279\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 279\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 279\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 279\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 279\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 279\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 279\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 279\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 279\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 279\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 279\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 279\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 279\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 280\n",
+      "94.736154351  et  10.149\n",
+      "1.0\n",
+      "Game #: 280\n",
+      "0.199  et  0.099\n",
+      "2.0\n",
+      "Game #: 280\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 280\n",
+      "0.39601  et  0.0\n",
+      "4.0\n",
+      "Game #: 280\n",
+      "0.39601  et  0.1\n",
+      "5.0\n",
+      "Game #: 280\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 280\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 280\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 280\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 280\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 280\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 280\n",
+      "0.199  et  0.39402\n",
+      "-8.0\n",
+      "Game #: 280\n",
+      "135.298395473  et  143.173256551\n",
+      "0.0\n",
+      "Game #: 280\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 280\n",
+      "0.19701  et  1.0870599\n",
+      "0.0\n",
+      "Game #: 280\n",
+      "0.299  et  1.960289101\n",
+      "-8.0\n",
+      "Game #: 280\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 280\n",
+      "3.60516173591  et  1.081149401\n",
+      "-7.0\n",
+      "Game #: 280\n",
+      "10.1936430507  et  8.8074990391\n",
+      "-6.0\n",
+      "Game #: 280\n",
+      "1.668239201  et  0.69501\n",
+      "-5.0\n",
+      "Game #: 280\n",
+      "0.8900499  et  0.199\n",
+      "-4.0\n",
+      "Game #: 280\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 280\n",
+      "0.298  et  1.0850898\n",
+      "0.0\n",
+      "Game #: 280\n",
+      "1.080159401  et  3.50122133691\n",
+      "-8.0\n",
+      "Game #: 280\n",
+      "0.5910499  et  1.181149401\n",
+      "0.0\n",
+      "Game #: 280\n",
+      "0.1  et  1.767239201\n",
+      "-8.0\n",
+      "Game #: 280\n",
+      "0.39601  et  0.7910499\n",
+      "0.0\n",
+      "Game #: 280\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 280\n",
+      "0.5900598  et  0.39602\n",
+      "2.0\n",
+      "Game #: 280\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 280\n",
+      "0.7840998  et  0.1\n",
+      "4.0\n",
+      "Game #: 280\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 280\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 280\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 280\n",
+      "2.344458402  et  0.299\n",
+      "2.0\n",
+      "Game #: 280\n",
+      "0.4930399  et  0.29701\n",
+      "3.0\n",
+      "Game #: 280\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 280\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 280\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 280\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 280\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 280\n",
+      "0.198  et  0.1\n",
+      "9.0\n",
+      "Game #: 280\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 280\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 280\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 280\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 280\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 280\n",
+      "0.39601  et  0.0\n",
+      "4.0\n",
+      "Game #: 280\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 280\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 280\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 280\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 280\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 280\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 280\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 280\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 280\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 280\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 280\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 280\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 280\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 280\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 281\n",
+      "10.149  et  5.1\n",
+      "-5.0\n",
+      "Game #: 281\n",
+      "1.2840699  et  0.0\n",
+      "-4.0\n",
+      "Game #: 281\n",
+      "0.299  et  0.0\n",
+      "-3.0\n",
+      "Game #: 281\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 281\n",
+      "0.39601  et  0.299\n",
+      "-1.0\n",
+      "Game #: 281\n",
+      "1.85744740799  et  0.4920499\n",
+      "0.0\n",
+      "Game #: 281\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 281\n",
+      "0.1  et  0.49402\n",
+      "0.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 281\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 281\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 281\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 281\n",
+      "0.199  et  0.1\n",
+      "-7.0\n",
+      "Game #: 281\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 281\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 281\n",
+      "2.34457680899  et  6.38628997239\n",
+      "-8.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 281\n",
+      "0.29701  et  0.199\n",
+      "3.0\n",
+      "Game #: 281\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 281\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 281\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 281\n",
+      "0.199  et  0.0\n",
+      "-7.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 281\n",
+      "0.199  et  0.0\n",
+      "-2.0\n",
+      "Game #: 281\n",
+      "0.199  et  0.0\n",
+      "-1.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 281\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 281\n",
+      "0.299  et  0.0\n",
+      "3.0\n",
+      "Game #: 281\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 281\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 281\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 281\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 281\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 281\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 281\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 282\n",
+      "114.929699251  et  5.1\n",
+      "1.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 282\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 282\n",
+      "2.54749730799  et  0.29701\n",
+      "4.0\n",
+      "Game #: 282\n",
+      "0.7880599  et  0.3920499\n",
+      "5.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 282\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 282\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 282\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 282\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 282\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 282\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 282\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 282\n",
+      "0.7880599  et  0.0\n",
+      "10.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 282\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 282\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 283\n",
+      "5.1  et  0.0\n",
+      "-16.0\n",
+      "Game #: 283\n",
+      "0.0  et  0.0\n",
+      "-15.0\n",
+      "Game #: 283\n",
+      "0.0  et  0.0\n",
+      "-14.0\n",
+      "Game #: 283\n",
+      "0.0  et  0.0\n",
+      "-13.0\n",
+      "Game #: 283\n",
+      "0.0  et  0.0\n",
+      "-12.0\n",
+      "Game #: 283\n",
+      "random action =  0\n",
+      "-11.0\n",
+      "Game #: 283\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 283\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 283\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 283\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 283\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 283\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 283\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 283\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 283\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 283\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 283\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 283\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 283\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 283\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 283\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 283\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 283\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 283\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 283\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 283\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 283\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 283\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 283\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 283\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 283\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 283\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 283\n",
+      "0.0  et  0.0\n",
+      "-14.0\n",
+      "Game #: 284\n",
+      "35.8375599  et  0.0\n",
+      "-14.0\n",
+      "Game #: 284\n",
+      "0.69501  et  0.0\n",
+      "-13.0\n",
+      "Game #: 284\n",
+      "3.22079600999  et  0.0\n",
+      "-12.0\n",
+      "Game #: 284\n",
+      "0.8880599  et  0.0\n",
+      "-11.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "-10.0\n",
+      "Game #: 284\n",
+      "0.8880798  et  0.198\n",
+      "-9.0\n",
+      "Game #: 284\n",
+      "2.257299101  et  0.69501\n",
+      "-8.0\n",
+      "Game #: 284\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 284\n",
+      "0.69501  et  0.0\n",
+      "-6.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 284\n",
+      "0.298  et  0.1\n",
+      "-1.0\n",
+      "Game #: 284\n",
+      "0.69501  et  0.0\n",
+      "0.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 284\n",
+      "0.5890599  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 284\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 284\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 284\n",
+      "0.299  et  0.099\n",
+      "-7.0\n",
+      "Game #: 284\n",
+      "0.49601  et  0.19701\n",
+      "-6.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 284\n",
+      "0.299  et  0.0\n",
+      "-4.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 284\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 284\n",
+      "0.199  et  0.0\n",
+      "-7.0\n",
+      "Game #: 284\n",
+      "0.199  et  0.0\n",
+      "-6.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 284\n",
+      "0.199  et  0.0\n",
+      "-2.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 284\n",
+      "0.199  et  0.099\n",
+      "0.0\n",
+      "Game #: 284\n",
+      "0.199  et  0.099\n",
+      "1.0\n",
+      "Game #: 284\n",
+      "0.69501  et  0.099\n",
+      "2.0\n",
+      "Game #: 284\n",
+      "0.299  et  0.0\n",
+      "3.0\n",
+      "Game #: 284\n",
+      "0.299  et  0.0\n",
+      "4.0\n",
+      "Game #: 284\n",
+      "0.299  et  0.0\n",
+      "5.0\n",
+      "Game #: 284\n",
+      "0.299  et  0.0\n",
+      "6.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 284\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 284\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 284\n",
+      "0.199  et  0.0\n",
+      "-6.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 284\n",
+      "1.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 284\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 284\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 284\n",
+      "0.59501  et  0.0\n",
+      "-7.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 284\n",
+      "0.199  et  0.0\n",
+      "-1.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 284\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 284\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 284\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 284\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 285\n",
+      "32.7505  et  0.0\n",
+      "1.0\n",
+      "Game #: 285\n",
+      "0.7880599  et  0.19701\n",
+      "2.0\n",
+      "Game #: 285\n",
+      "1.767239201  et  0.0\n",
+      "3.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 285\n",
+      "0.7880599  et  0.1\n",
+      "5.0\n",
+      "Game #: 285\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 285\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 285\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 285\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 285\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 285\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 285\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 285\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 286\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 286\n",
+      "random action =  0\n",
+      "-15.0\n",
+      "Game #: 286\n",
+      "3.61680600999  et  0.0\n",
+      "-14.0\n",
+      "Game #: 286\n",
+      "1.867239201  et  0.0\n",
+      "-13.0\n",
+      "Game #: 286\n",
+      "12.4586642792  et  0.0\n",
+      "-12.0\n",
+      "Game #: 286\n",
+      "1.2801098  et  0.1\n",
+      "-11.0\n",
+      "Game #: 286\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 286\n",
+      "0.39601  et  0.4920499\n",
+      "0.0\n",
+      "Game #: 286\n",
+      "0.39601  et  0.3920499\n",
+      "1.0\n",
+      "Game #: 286\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 286\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 286\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 286\n",
+      "0.39601  et  0.979179301\n",
+      "-8.0\n",
+      "Game #: 286\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 286\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 286\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 286\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 286\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 286\n",
+      "1.468268802  et  0.8850998\n",
+      "5.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 286\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 286\n",
+      "3.88921341798  et  0.9870599\n",
+      "9.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 286\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 286\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 286\n",
+      "0.39601  et  0.0\n",
+      "6.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 286\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 286\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 286\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 286\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 286\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 286\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 286\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 287\n",
+      "74.848505  et  0.0\n",
+      "-6.0\n",
+      "Game #: 287\n",
+      "0.69501  et  0.0\n",
+      "-5.0\n",
+      "Game #: 287\n",
+      "0.299  et  0.0\n",
+      "-4.0\n",
+      "Game #: 287\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 287\n",
+      "0.69302  et  0.1\n",
+      "-2.0\n",
+      "Game #: 287\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 287\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 287\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 287\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 287\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 287\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 287\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 287\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 287\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 287\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 287\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 287\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 287\n",
+      "0.199  et  0.0\n",
+      "0.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 287\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 287\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 287\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 287\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 287\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 287\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 287\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 287\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 287\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 287\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 287\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 287\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 287\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 288\n",
+      "469.295042104  et  5.1\n",
+      "1.0\n",
+      "Game #: 288\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 288\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 288\n",
+      "0.39402  et  0.4900798\n",
+      "-8.0\n",
+      "Game #: 288\n",
+      "1.660358602  et  1.84375501598\n",
+      "0.0\n",
+      "Game #: 288\n",
+      "0.39402  et  0.4900798\n",
+      "-8.0\n",
+      "Game #: 288\n",
+      "0.7840998  et  0.976258802\n",
+      "0.0\n",
+      "Game #: 288\n",
+      "0.099  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 288\n",
+      "0.39601  et  0.4920499\n",
+      "0.0\n",
+      "Game #: 288\n",
+      "0.39601  et  0.979179301\n",
+      "-8.0\n",
+      "Game #: 288\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 288\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 288\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 288\n",
+      "0.199  et  0.5910499\n",
+      "-8.0\n",
+      "Game #: 288\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 288\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 288\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 288\n",
+      "0.39701  et  0.6920399\n",
+      "0.0\n",
+      "Game #: 288\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 288\n",
+      "0.39502  et  0.298\n",
+      "2.0\n",
+      "Game #: 288\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 288\n",
+      "0.7880599  et  0.1\n",
+      "4.0\n",
+      "Game #: 288\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 288\n",
+      "0.7880599  et  0.0\n",
+      "6.0\n",
+      "Game #: 288\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 288\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 288\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 288\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 288\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 288\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 288\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 288\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 288\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 288\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 288\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 288\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 288\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 288\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 288\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 288\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 288\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 288\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 288\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 288\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 288\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 288\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 288\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 288\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 288\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 288\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 289\n",
+      "74.253495  et  0.0\n",
+      "-16.0\n",
+      "Game #: 289\n",
+      "0.8880599  et  0.0\n",
+      "-15.0\n",
+      "Game #: 289\n",
+      "0.49601  et  0.0\n",
+      "-14.0\n",
+      "Game #: 289\n",
+      "0.299  et  0.0\n",
+      "-13.0\n",
+      "Game #: 289\n",
+      "0.199  et  0.0\n",
+      "-12.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 289\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 289\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 289\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 289\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 289\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 289\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 289\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 289\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 289\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 289\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 289\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 289\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 289\n",
+      "0.39601  et  0.0\n",
+      "10.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 289\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 289\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 289\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 289\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 289\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 289\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 289\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 289\n",
+      "0.39601  et  0.099\n",
+      "5.0\n",
+      "Game #: 289\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 289\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 289\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 290\n",
+      "309.30026555  et  0.0\n",
+      "-6.0\n",
+      "Game #: 290\n",
+      "0.8880599  et  0.0\n",
+      "-5.0\n",
+      "Game #: 290\n",
+      "7.29744395988  et  0.0\n",
+      "-4.0\n",
+      "Game #: 290\n",
+      "1.867239201  et  0.0\n",
+      "-3.0\n",
+      "Game #: 290\n",
+      "1.668239201  et  0.0\n",
+      "-2.0\n",
+      "Game #: 290\n",
+      "0.299  et  0.0\n",
+      "-1.0\n",
+      "Game #: 290\n",
+      "20.1292264653  et  0.6890599\n",
+      "0.0\n",
+      "Game #: 290\n",
+      "1.560358602  et  0.1\n",
+      "1.0\n",
+      "Game #: 290\n",
+      "2.33665660899  et  0.49601\n",
+      "2.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 290\n",
+      "0.4910598  et  0.29602\n",
+      "5.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 290\n",
+      "0.29601  et  0.199\n",
+      "7.0\n",
+      "Game #: 290\n",
+      "0.6880798  et  0.49402\n",
+      "8.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 290\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 290\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 290\n",
+      "0.39402  et  0.1\n",
+      "6.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 290\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 290\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 290\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 290\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 291\n",
+      "14.95  et  0.0\n",
+      "1.0\n",
+      "Game #: 291\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 291\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 291\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 291\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 291\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 291\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 291\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 291\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 291\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 291\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 291\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 291\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 291\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 291\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 291\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 291\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 291\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 291\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 292\n",
+      "35.44551  et  40.1910549\n",
+      "0.0\n",
+      "Game #: 292\n",
+      "0.1  et  0.198\n",
+      "-8.0\n",
+      "Game #: 292\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 292\n",
+      "2.555299101  et  0.0\n",
+      "4.0\n",
+      "Game #: 292\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 292\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 292\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 292\n",
+      "0.5930399  et  0.29701\n",
+      "-6.0\n",
+      "Game #: 292\n",
+      "2.456299101  et  0.0\n",
+      "-5.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 292\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 292\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 292\n",
+      "0.49601  et  0.0\n",
+      "2.0\n",
+      "Game #: 292\n",
+      "0.299  et  0.0\n",
+      "3.0\n",
+      "Game #: 292\n",
+      "0.299  et  0.0\n",
+      "4.0\n",
+      "Game #: 292\n",
+      "0.299  et  0.0\n",
+      "5.0\n",
+      "Game #: 292\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 292\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 292\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 292\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 292\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 292\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 292\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 292\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 292\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 292\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 292\n",
+      "0.299  et  0.0\n",
+      "8.0\n",
+      "Game #: 292\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 292\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 292\n",
+      "0.9870599  et  0.099\n",
+      "10.0\n",
+      "Game #: 292\n",
+      "0.29701  et  0.199\n",
+      "10.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 292\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 293\n",
+      "15.149  et  0.0\n",
+      "1.0\n",
+      "Game #: 293\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 293\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 293\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 293\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 293\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 293\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 293\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 293\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 293\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 293\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 293\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 293\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 293\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 293\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 293\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 293\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 293\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 293\n",
+      "-5.0  et  0.0\n",
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+      "3.0\n",
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+      "4.0\n",
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+      "5.0\n",
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+      "6.0\n",
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+      "0.0  et  0.0\n",
+      "7.0\n",
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+      "-5.0  et  0.0\n",
+      "-8.0\n",
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+      "Game #: 293\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 293\n",
+      "random action =  1\n",
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+      "Game #: 293\n",
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+      "1.0\n",
+      "Game #: 293\n",
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+      "2.0\n",
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+      "0.0  et  0.0\n",
+      "3.0\n",
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+      "4.0\n",
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+      "6.0\n",
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+      "7.0\n",
+      "Game #: 293\n",
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+      "312.341867545  et  156.238800499\n",
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+      "Game #: 294\n",
+      "6.40938405988  et  0.0\n",
+      "2.0\n",
+      "Game #: 294\n",
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+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 294\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "1.0\n",
+      "Game #: 294\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
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+      "-6.0\n",
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+      "random action =  1\n",
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+      "3.0\n",
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+      "6.0\n",
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+      "-8.0\n",
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+      "-2.0\n",
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+      "2.0\n",
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+      "3.0\n",
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+      "7.0\n",
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+      "10.0\n",
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+      "Game #: 294\n",
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+      "10.0\n",
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+      "0.883139401  et  0.6910499\n",
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+      "Game #: 294\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 294\n",
+      "random action =  1\n",
+      "-8.0\n",
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+      "0.0\n",
+      "Game #: 294\n",
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+      "1.0\n",
+      "Game #: 294\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 294\n",
+      "random action =  0\n",
+      "3.0\n",
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+      "-5.0\n",
+      "Game #: 295\n",
+      "368.824635772  et  113.827327807\n",
+      "-5.0\n",
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+      "0.8880599  et  0.099\n",
+      "-4.0\n",
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+      "-2.0\n",
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+      "2.44061670899  et  0.199\n",
+      "-1.0\n",
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+      "8.52402538737  et  1.177189301\n",
+      "1.0\n",
+      "Game #: 295\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 295\n",
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+      "3.0\n",
+      "Game #: 295\n",
+      "0.39501  et  0.299\n",
+      "4.0\n",
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+      "10.4866429616  et  6.08458423007\n",
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+      "0.099  et  0.1\n",
+      "-8.0\n",
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+      "0.0\n",
+      "Game #: 295\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 295\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 295\n",
+      "0.59202  et  0.299\n",
+      "3.0\n",
+      "Game #: 295\n",
+      "700.818238524  et  627.1450163\n",
+      "4.0\n",
+      "Game #: 295\n",
+      "1.273238902  et  0.6870898\n",
+      "5.0\n",
+      "Game #: 295\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 295\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 295\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 295\n",
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+      "-6.0\n",
+      "Game #: 295\n",
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+      "-5.0\n",
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+      "-4.0\n",
+      "Game #: 295\n",
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+      "-3.0\n",
+      "Game #: 295\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 295\n",
+      "random action =  0\n",
+      "-1.0\n",
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+      "0.0\n",
+      "Game #: 295\n",
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+      "1.0\n",
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+      "0.099  et  0.1\n",
+      "-8.0\n",
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+      "0.0  et  0.0\n",
+      "1.0\n",
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+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 295\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 295\n",
+      "0.7880599  et  0.0\n",
+      "4.0\n",
+      "Game #: 295\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 295\n",
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+      "6.0\n",
+      "Game #: 295\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 295\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 295\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 295\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 295\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 295\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 295\n",
+      "0.198  et  0.7880798\n",
+      "-8.0\n",
+      "Game #: 295\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 295\n",
+      "0.49601  et  0.0\n",
+      "-7.0\n",
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+      "0.6910499  et  0.199\n",
+      "-6.0\n",
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+      "2.63961670899  et  0.199\n",
+      "-5.0\n",
+      "Game #: 295\n",
+      "2.064249201  et  0.099\n",
+      "-4.0\n",
+      "Game #: 295\n",
+      "random action =  0\n",
+      "-3.0\n",
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+      "0.8880599  et  0.099\n",
+      "-2.0\n",
+      "Game #: 295\n",
+      "0.69202  et  0.299\n",
+      "-1.0\n",
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+      "0.4920499  et  0.39601\n",
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+      "Game #: 295\n",
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+      "1.0\n",
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+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 295\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 295\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 295\n",
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+      "0.0\n",
+      "Game #: 295\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 295\n",
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+      "2.0\n",
+      "Game #: 295\n",
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+      "3.0\n",
+      "Game #: 295\n",
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+      "-5.0\n",
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+      "-5.0\n",
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+      "-4.0\n",
+      "Game #: 296\n",
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+      "-3.0\n",
+      "Game #: 296\n",
+      "2.444458402  et  0.299\n",
+      "-2.0\n",
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+      "-1.0\n",
+      "Game #: 296\n",
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+      "0.0\n",
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+      "1.36635790699  et  0.883139401\n",
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+      "2.0\n",
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+      "0.7880599  et  0.3920499\n",
+      "3.0\n",
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+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
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+      "0.39601  et  0.4920499\n",
+      "-8.0\n",
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+      "-8.0\n",
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+      "Game #: 296\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
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+      "0.39601  et  0.1\n",
+      "2.0\n",
+      "Game #: 296\n",
+      "1.46240750799  et  0.882169301\n",
+      "3.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 296\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 296\n",
+      "0.29601  et  0.199\n",
+      "7.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 296\n",
+      "0.7840998  et  0.1\n",
+      "10.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 296\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 296\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 296\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 296\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 296\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 296\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 296\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 297\n",
+      "74.352495  et  0.0\n",
+      "1.0\n",
+      "Game #: 297\n",
+      "0.975258802  et  0.39402\n",
+      "2.0\n",
+      "Game #: 297\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 297\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 297\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 297\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 297\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 297\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 297\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 297\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 297\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 297\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 297\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 297\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 297\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 297\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 297\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 297\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 297\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 298\n",
+      "15.149  et  0.0\n",
+      "1.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 298\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 298\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 298\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 298\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 298\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 298\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 298\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 298\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 298\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 298\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 298\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 299\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 299\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 299\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 299\n",
+      "0.7880599  et  0.980179301\n",
+      "0.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 299\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 299\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 299\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 299\n",
+      "0.39402  et  0.5900798\n",
+      "0.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 299\n",
+      "0.59202  et  0.299\n",
+      "4.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 299\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 299\n",
+      "0.39402  et  0.1\n",
+      "2.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 299\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 299\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 300\n",
+      "15.149  et  0.0\n",
+      "1.0\n",
+      "Game #: 300\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 300\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 300\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 300\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 300\n",
+      "0.39601  et  0.1\n",
+      "6.0\n",
+      "Game #: 300\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 300\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 300\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 300\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 300\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 300\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 300\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 300\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 300\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 300\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 300\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 300\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 300\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 301\n",
+      "15.149  et  0.0\n",
+      "1.0\n",
+      "Game #: 301\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 301\n",
+      "1.1840699  et  0.0\n",
+      "4.0\n",
+      "Game #: 301\n",
+      "0.7900499  et  0.199\n",
+      "5.0\n",
+      "Game #: 301\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 301\n",
+      "0.39601  et  0.0\n",
+      "7.0\n",
+      "Game #: 301\n",
+      "0.39402  et  0.199\n",
+      "8.0\n",
+      "Game #: 301\n",
+      "1.65943740799  et  1.276189301\n",
+      "9.0\n",
+      "Game #: 301\n",
+      "2.33669581398  et  0.39602\n",
+      "10.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 301\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 301\n",
+      "1.568239201  et  1.75255680899\n",
+      "0.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 301\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 301\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 301\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 301\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 301\n",
+      "0.5910499  et  0.199\n",
+      "2.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 301\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 302\n",
+      "25.19651  et  5.1\n",
+      "1.0\n",
+      "Game #: 302\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 302\n",
+      "0.39601  et  0.1\n",
+      "3.0\n",
+      "Game #: 302\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 302\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 302\n",
+      "0.39601  et  0.4920499\n",
+      "-8.0\n",
+      "Game #: 302\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 302\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 302\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 302\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 302\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 302\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 302\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 302\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 302\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 302\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 302\n",
+      "0.1  et  0.49601\n",
+      "0.0\n",
+      "Game #: 302\n",
+      "0.5890599  et  1.1840699\n",
+      "-8.0\n",
+      "Game #: 302\n",
+      "0.29601  et  0.69501\n",
+      "0.0\n",
+      "Game #: 302\n",
+      "0.1  et  0.198\n",
+      "-8.0\n",
+      "Game #: 302\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 302\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 302\n",
+      "0.299  et  0.8880599\n",
+      "0.0\n",
+      "Game #: 302\n",
+      "0.299  et  0.39501\n",
+      "-8.0\n",
+      "Game #: 302\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 302\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 302\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 302\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 302\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 302\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 302\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 302\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 302\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 302\n",
+      "0.199  et  0.19701\n",
+      "-8.0\n",
+      "Game #: 302\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 302\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 302\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 302\n",
+      "0.199  et  0.0\n",
+      "-6.0\n",
+      "Game #: 302\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 302\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 302\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 302\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 302\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 302\n",
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+      "-7.0\n",
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+      "-6.0\n",
+      "Game #: 302\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 302\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 302\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 302\n",
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+      "-2.0\n",
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+      "2.0\n",
+      "Game #: 302\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 302\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 302\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 302\n",
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+      "6.0\n",
+      "Game #: 302\n",
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+      "7.0\n",
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+      "8.0\n",
+      "Game #: 302\n",
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+      "9.0\n",
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+      "Game #: 302\n",
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+      "2.0\n",
+      "Game #: 303\n",
+      "0.5910499  et  0.199\n"
+     ]
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3.0\n",
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+      "4.0\n",
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+      "Game #: 303\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 303\n",
+      "random action =  1\n",
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+      "2.0\n",
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+      "random action =  0\n",
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+      "4.0\n",
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+      "-5.0  et  0.0\n",
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+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 303\n",
+      "random action =  1\n",
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+      "0.0\n",
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+      "-8.0\n",
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+      "Game #: 303\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 303\n",
+      "random action =  0\n",
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+      "6.0\n",
+      "Game #: 303\n",
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+      "7.0\n",
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+      "8.0\n",
+      "Game #: 303\n",
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+      "9.0\n",
+      "Game #: 303\n",
+      "0.0  et  0.0\n",
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+      "Game #: 303\n",
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+      "10.0\n",
+      "Game #: 303\n",
+      "random action =  0\n",
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+      "1256.61378074  et  0.0\n",
+      "1.0\n",
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+      "22.477904249  et  0.0\n",
+      "2.0\n",
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+      "random action =  0\n",
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+      "Game #: 304\n",
+      "3.71580600999  et  0.0\n",
+      "4.0\n",
+      "Game #: 304\n",
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+      "5.0\n",
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+      "6.0\n",
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+      "1.172229201  et  0.199\n",
+      "7.0\n",
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+      "8.0\n",
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+      "9.0\n",
+      "Game #: 304\n",
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+      "10.0\n",
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+      "0.39402  et  0.1\n",
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+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 304\n",
+      "random action =  0\n",
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+      "10.0\n",
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+      "626.560316414  et  156.238800499\n",
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+      "3.12079600999  et  1.55255680899\n",
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+      "3.0\n",
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+      "4.0\n",
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+      "5.0\n",
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+      "6.0\n",
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+      "7.0\n",
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+      "3.67301111356  et  2.33092283391\n",
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+      "-8.0\n",
+      "Game #: 305\n",
+      "random action =  0\n",
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+      "-7.0\n",
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+      "-6.0\n",
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+      "-5.0\n",
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+      "-4.0\n",
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+      "-3.0\n",
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+      "-2.0\n",
+      "Game #: 305\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 305\n",
+      "random action =  1\n",
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+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 305\n",
+      "random action =  0\n",
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+      "-6.0\n",
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+      "2.0\n",
+      "Game #: 305\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 305\n",
+      "random action =  1\n",
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+      "Game #: 305\n",
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+      "9.0\n",
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+      "random action =  0\n",
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+      "Game #: 305\n",
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+      "0.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 307\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 307\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 307\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 307\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 307\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 307\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 307\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 307\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 307\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 308\n",
+      "10.149  et  5.1\n",
+      "-16.0\n",
+      "Game #: 308\n",
+      "0.299  et  0.099\n",
+      "-15.0\n",
+      "Game #: 308\n",
+      "0.1  et  0.0\n",
+      "-14.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "-13.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "-12.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 308\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 308\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 308\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 308\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 308\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 308\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 308\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 308\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 308\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 308\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 308\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 308\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 308\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 308\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 308\n",
+      "0.299  et  0.099\n",
+      "10.0\n",
+      "Game #: 308\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 308\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 308\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 308\n",
+      "0.7840998  et  0.1\n",
+      "10.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 308\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 309\n",
+      "938.897133787  et  5.1\n",
+      "1.0\n",
+      "Game #: 309\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 309\n",
+      "1.174219002  et  0.39602\n",
+      "3.0\n",
+      "Game #: 309\n",
+      "1.375189301  et  0.39601\n",
+      "4.0\n",
+      "Game #: 309\n",
+      "1.46240750799  et  0.882169301\n",
+      "5.0\n",
+      "Game #: 309\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 309\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 309\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 309\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 309\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 309\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 309\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 309\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 309\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 309\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 309\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 309\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 309\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 309\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 309\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 309\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 309\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 309\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 309\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 309\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 309\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 309\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 309\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 309\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 309\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 309\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 309\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 309\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 310\n",
+      "152.56545505  et  0.0\n",
+      "1.0\n",
+      "Game #: 310\n",
+      "12.7546742792  et  0.0\n",
+      "2.0\n",
+      "Game #: 310\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 310\n",
+      "9.26907622927  et  0.199\n",
+      "4.0\n",
+      "Game #: 310\n",
+      "3.10511361798  et  0.1\n",
+      "5.0\n",
+      "Game #: 310\n",
+      "0.7840998  et  0.1\n",
+      "6.0\n",
+      "Game #: 310\n",
+      "0.5900598  et  0.39602\n",
+      "7.0\n",
+      "Game #: 310\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 310\n",
+      "0.199  et  0.0\n",
+      "9.0\n",
+      "Game #: 310\n",
+      "0.7860699  et  0.299\n",
+      "10.0\n",
+      "Game #: 310\n",
+      "1.568239201  et  0.1\n",
+      "10.0\n",
+      "Game #: 310\n",
+      "2.34061670899  et  0.199\n",
+      "10.0\n",
+      "Game #: 310\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 310\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 310\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 310\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 310\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 310\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 310\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 310\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 310\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 310\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 310\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 310\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 310\n",
+      "0.7840998  et  0.1\n",
+      "6.0\n",
+      "Game #: 310\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 310\n",
+      "0.198  et  0.1\n",
+      "8.0\n",
+      "Game #: 310\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 310\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 310\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 310\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 311\n",
+      "70.173495  et  0.0\n",
+      "1.0\n",
+      "Game #: 311\n",
+      "1.568239201  et  0.19701\n",
+      "2.0\n",
+      "Game #: 311\n",
+      "14.5219134802  et  0.0\n",
+      "3.0\n",
+      "Game #: 311\n",
+      "1.1840699  et  0.0\n",
+      "4.0\n",
+      "Game #: 311\n",
+      "1.75939780699  et  0.5930399\n",
+      "5.0\n",
+      "Game #: 311\n",
+      "0.879199002  et  0.4900798\n",
+      "6.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 311\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 311\n",
+      "0.39402  et  0.1\n",
+      "4.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 311\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 311\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 311\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 311\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 311\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 311\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 311\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 312\n",
+      "14.95  et  0.0\n",
+      "1.0\n",
+      "Game #: 312\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 312\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 312\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 312\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 312\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 312\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 312\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 312\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 312\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 312\n",
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+      "10.0\n",
+      "Game #: 312\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 312\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 312\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 312\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 312\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 312\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 312\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 312\n",
+      "-10.0  et  0.0\n",
+      "-8.0\n",
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+      "Game #: 312\n",
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+      "1.0\n",
+      "Game #: 312\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 312\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 312\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 312\n",
+      "random action =  1\n",
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+      "Game #: 312\n",
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+      "1.0\n",
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+      "2.0\n",
+      "Game #: 312\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 312\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 312\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 312\n",
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+      "6.0\n",
+      "Game #: 312\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 312\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 312\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 313\n",
+      "random action =  0\n",
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+      "Game #: 313\n",
+      "0.39601  et  0.0\n",
+      "1.0\n",
+      "Game #: 313\n",
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+      "2.0\n",
+      "Game #: 313\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 313\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 313\n",
+      "1.85744740799  et  2.43092283391\n",
+      "0.0\n",
+      "Game #: 313\n",
+      "0.979179301  et  1.36539750799\n",
+      "-8.0\n",
+      "Game #: 313\n",
+      "0.1  et  1.0830998\n",
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+      "Game #: 313\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
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+      "Game #: 313\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 313\n",
+      "0.099  et  0.69501\n",
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+      "Game #: 313\n",
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+      "-8.0\n",
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+      "0.0  et  0.59501\n",
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+      "0.1  et  0.39601\n",
+      "-8.0\n",
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+      "0.0\n",
+      "Game #: 313\n",
+      "1.3830699  et  1.369239201\n",
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+      "Game #: 313\n",
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+      "2.0\n",
+      "Game #: 313\n",
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+      "-8.0\n",
+      "Game #: 313\n",
+      "0.299  et  0.8860699\n",
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+      "Game #: 313\n",
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+      "Game #: 313\n",
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+      "2.0\n",
+      "Game #: 313\n",
+      "0.39402  et  0.199\n",
+      "3.0\n",
+      "Game #: 313\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 313\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 313\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 313\n",
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+      "1.0\n",
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+      "0.39402  et  0.1\n",
+      "2.0\n",
+      "Game #: 313\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 313\n",
+      "0.39601  et  0.0\n",
+      "4.0\n",
+      "Game #: 313\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 313\n",
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+      "-8.0\n",
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+      "0.0  et  0.1\n",
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+      "Game #: 313\n",
+      "0.0  et  0.0\n",
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+      "2.0\n",
+      "Game #: 313\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 313\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 313\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 313\n",
+      "random action =  0\n",
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+      "Game #: 313\n",
+      "0.199  et  0.1\n",
+      "-7.0\n",
+      "Game #: 313\n",
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+      "-6.0\n",
+      "Game #: 313\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 313\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 313\n",
+      "0.199  et  0.0\n",
+      "-3.0\n",
+      "Game #: 313\n",
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+      "-2.0\n",
+      "Game #: 313\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 313\n",
+      "random action =  0\n",
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+      "Game #: 313\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 313\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 313\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 313\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 313\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 313\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 313\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 313\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 313\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 313\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 313\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 314\n",
+      "90.812690251  et  14.249\n",
+      "1.0\n",
+      "Game #: 314\n",
+      "1.767239201  et  0.0\n",
+      "2.0\n",
+      "Game #: 314\n",
+      "0.7880599  et  0.0\n",
+      "3.0\n",
+      "Game #: 314\n",
+      "0.59302  et  0.1\n",
+      "4.0\n",
+      "Game #: 314\n",
+      "2.05445740799  et  1.178179301\n",
+      "5.0\n",
+      "Game #: 314\n",
+      "0.59501  et  0.0\n",
+      "6.0\n",
+      "Game #: 314\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 314\n",
+      "0.0  et  0.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "8.0\n",
+      "Game #: 314\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 314\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 314\n",
+      "0.198  et  0.39602\n",
+      "0.0\n",
+      "Game #: 314\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
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+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 314\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 314\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 314\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 314\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 314\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 314\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 314\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 314\n",
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+      "6.0\n",
+      "Game #: 314\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 314\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 314\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 314\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 314\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 314\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 314\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 314\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 314\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 314\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 314\n",
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+      "1.0\n",
+      "Game #: 315\n",
+      "75.1405549  et  0.0\n",
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+      "Game #: 315\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 315\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 315\n",
+      "0.39601  et  0.0\n",
+      "4.0\n",
+      "Game #: 315\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 315\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 315\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 315\n",
+      "0.29701  et  0.199\n",
+      "8.0\n",
+      "Game #: 315\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 315\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 315\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 315\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 315\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 315\n",
+      "0.59202  et  0.299\n",
+      "3.0\n",
+      "Game #: 315\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 315\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 315\n",
+      "0.39402  et  0.1\n",
+      "6.0\n",
+      "Game #: 315\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 315\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 315\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 315\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 315\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 315\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 315\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 315\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 315\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 315\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 316\n",
+      "random action =  1\n",
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+      "Game #: 316\n",
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+      "1.0\n",
+      "Game #: 316\n",
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+      "2.0\n",
+      "Game #: 316\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 316\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 316\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 316\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 316\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 316\n",
+      "0.0  et  0.1\n",
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+      "Game #: 316\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 316\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 316\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 316\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 316\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 316\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 316\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 316\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 316\n",
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+      "Game #: 316\n",
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+      "Game #: 316\n",
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+      "2.0\n",
+      "Game #: 316\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 316\n",
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+      "4.0\n",
+      "Game #: 316\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 316\n",
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+      "6.0\n",
+      "Game #: 316\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 316\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 316\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 316\n",
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+      "10.0\n",
+      "Game #: 316\n",
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+      "10.0\n",
+      "Game #: 316\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 316\n",
+      "random action =  0\n",
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+      "10.0\n",
+      "Game #: 316\n",
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+      "Game #: 316\n",
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+      "-16.0\n",
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+      "25.4818018155  et  0.0\n",
+      "-15.0\n",
+      "Game #: 317\n",
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+      "-13.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "-12.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 317\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 317\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 317\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 317\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 317\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 317\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 317\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 317\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 317\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 317\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 317\n",
+      "0.49601  et  0.0\n",
+      "10.0\n",
+      "Game #: 317\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 317\n",
+      "0.69501  et  0.0\n",
+      "10.0\n",
+      "Game #: 317\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 317\n",
+      "0.39601  et  0.0\n",
+      "10.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 317\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 317\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 317\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 317\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 318\n",
+      "312.122061559  et  0.0\n",
+      "1.0\n",
+      "Game #: 318\n",
+      "1.767239201  et  0.0\n",
+      "2.0\n",
+      "Game #: 318\n",
+      "18.569048339  et  0.0\n",
+      "3.0\n",
+      "Game #: 318\n",
+      "3.12079600999  et  0.1\n",
+      "4.0\n",
+      "Game #: 318\n",
+      "0.7840998  et  0.1\n",
+      "5.0\n",
+      "Game #: 318\n",
+      "2.73270581398  et  0.39602\n",
+      "6.0\n",
+      "Game #: 318\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 318\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 318\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 318\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 318\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 318\n",
+      "0.5890798  et  0.39402\n",
+      "10.0\n",
+      "Game #: 318\n",
+      "3.3032704419  et  1.75255680899\n",
+      "10.0\n",
+      "Game #: 318\n",
+      "0.5890599  et  0.199\n",
+      "10.0\n",
+      "Game #: 318\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 318\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 318\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 318\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 318\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 319\n",
+      "233.710101509  et  5.1\n",
+      "1.0\n",
+      "Game #: 319\n",
+      "1.1840699  et  0.0\n",
+      "2.0\n",
+      "Game #: 319\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 319\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 319\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 319\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 319\n",
+      "1.172229201  et  1.45950690899\n",
+      "0.0\n",
+      "Game #: 319\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 319\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 319\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 319\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 319\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 319\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 319\n",
+      "1.172229201  et  0.199\n",
+      "4.0\n",
+      "Game #: 319\n",
+      "1.369278802  et  0.49402\n",
+      "5.0\n",
+      "Game #: 319\n",
+      "0.39601  et  0.0\n",
+      "6.0\n",
+      "Game #: 319\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 319\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 319\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 319\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 319\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 319\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 319\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 319\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 319\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 319\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 319\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 319\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 319\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 319\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 319\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 319\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 319\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 319\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 319\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 319\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 319\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 319\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 320\n",
+      "314.08235066  et  0.0\n",
+      "1.0\n",
+      "Game #: 320\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 320\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 320\n",
+      "18.4757365383  et  18.589979173\n",
+      "-8.0\n",
+      "Game #: 320\n",
+      "0.5910499  et  1.181149401\n",
+      "0.0\n",
+      "Game #: 320\n",
+      "1.2801098  et  1.367308702\n",
+      "-8.0\n",
+      "Game #: 320\n",
+      "8.52402538737  et  9.7159744345\n",
+      "0.0\n",
+      "Game #: 320\n",
+      "7.77862326088  et  7.89784702827\n",
+      "-8.0\n",
+      "Game #: 320\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 320\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 320\n",
+      "0.39601  et  0.1\n",
+      "2.0\n",
+      "Game #: 320\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 320\n",
+      "0.39601  et  0.4920499\n",
+      "0.0\n",
+      "Game #: 320\n",
+      "1.3761198  et  2.057368602\n",
+      "-8.0\n",
+      "Game #: 320\n",
+      "0.0  et  0.69501\n",
+      "0.0\n",
+      "Game #: 320\n",
+      "0.198  et  1.568278802\n",
+      "-8.0\n",
+      "Game #: 320\n",
+      "0.39601  et  0.5920499\n",
+      "0.0\n",
+      "Game #: 320\n",
+      "1.46240750799  et  2.32995273391\n",
+      "-8.0\n",
+      "Game #: 320\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 320\n",
+      "0.199  et  0.1\n",
+      "-7.0\n",
+      "Game #: 320\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 320\n",
+      "0.298  et  0.1\n",
+      "-5.0\n",
+      "Game #: 320\n",
+      "0.49402  et  0.1\n",
+      "-4.0\n",
+      "Game #: 320\n",
+      "0.884139401  et  0.5910499\n",
+      "-3.0\n",
+      "Game #: 320\n",
+      "0.299  et  0.0\n",
+      "-2.0\n",
+      "Game #: 320\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 320\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 320\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 320\n",
+      "0.59501  et  0.0\n",
+      "-6.0\n",
+      "Game #: 320\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 320\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 320\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 320\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 320\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 320\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 320\n",
+      "0.199  et  0.099\n",
+      "1.0\n",
+      "Game #: 320\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 320\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 320\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 320\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 320\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 320\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 320\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 320\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 320\n",
+      "0.199  et  0.0\n",
+      "-1.0\n",
+      "Game #: 320\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 320\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 320\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 320\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 320\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 320\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 320\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 320\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 320\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 320\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 320\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 320\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 320\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 320\n",
+      "0.0  et  0.0\n",
+      "-15.0\n",
+      "Game #: 321\n",
+      "74.452495  et  0.0\n",
+      "-15.0\n",
+      "Game #: 321\n",
+      "0.1  et  0.0\n",
+      "-14.0\n",
+      "Game #: 321\n",
+      "6.50938405988  et  0.0\n",
+      "-13.0\n",
+      "Game #: 321\n",
+      "7.49445395988  et  0.0\n",
+      "-12.0\n",
+      "Game #: 321\n",
+      "0.39701  et  0.199\n",
+      "-11.0\n",
+      "Game #: 321\n",
+      "0.1  et  0.0\n",
+      "-10.0\n",
+      "Game #: 321\n",
+      "4.59202521099  et  0.69501\n",
+      "-9.0\n",
+      "Game #: 321\n",
+      "0.69501  et  0.0\n",
+      "-8.0\n",
+      "Game #: 321\n",
+      "1.4830699  et  0.0\n",
+      "-7.0\n",
+      "Game #: 321\n",
+      "1.4771198  et  0.299\n",
+      "-6.0\n",
+      "Game #: 321\n",
+      "0.299  et  0.0\n",
+      "-5.0\n",
+      "Game #: 321\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 321\n",
+      "0.6910499  et  0.199\n",
+      "-3.0\n",
+      "Game #: 321\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 321\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 321\n",
+      "0.199  et  0.1\n",
+      "0.0\n",
+      "Game #: 321\n",
+      "0.199  et  0.099\n",
+      "1.0\n",
+      "Game #: 321\n",
+      "0.59501  et  0.0\n",
+      "2.0\n",
+      "Game #: 321\n",
+      "0.4920499  et  0.39601\n",
+      "3.0\n",
+      "Game #: 321\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 321\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 321\n",
+      "1.4830699  et  0.0\n",
+      "-7.0\n",
+      "Game #: 321\n",
+      "0.49601  et  0.0\n",
+      "-6.0\n",
+      "Game #: 321\n",
+      "0.49601  et  0.0\n",
+      "-5.0\n",
+      "Game #: 321\n",
+      "0.299  et  0.0\n",
+      "-4.0\n",
+      "Game #: 321\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 321\n",
+      "0.59501  et  0.0\n",
+      "-2.0\n",
+      "Game #: 321\n",
+      "0.199  et  0.099\n",
+      "-1.0\n",
+      "Game #: 321\n",
+      "0.199  et  0.0\n",
+      "0.0\n",
+      "Game #: 321\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 321\n",
+      "0.69501  et  0.0\n",
+      "2.0\n",
+      "Game #: 321\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 321\n",
+      "0.49402  et  0.1\n",
+      "4.0\n",
+      "Game #: 321\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 321\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 321\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 321\n",
+      "0.199  et  0.0\n",
+      "8.0\n",
+      "Game #: 321\n",
+      "0.198  et  0.1\n",
+      "9.0\n",
+      "Game #: 321\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 321\n",
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+      "10.0\n",
+      "Game #: 321\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 321\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 321\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 321\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 321\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 321\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 321\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 321\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 321\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 321\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 321\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 321\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 321\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 321\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 321\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 321\n",
+      "0.39601  et  0.0\n",
+      "6.0\n",
+      "Game #: 321\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 321\n",
+      "0.59202  et  0.299\n",
+      "8.0\n",
+      "Game #: 321\n",
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+      "9.0\n",
+      "Game #: 321\n",
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+      "Game #: 321\n",
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+      "Game #: 322\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 322\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 322\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
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+      "6.0\n",
+      "Game #: 322\n",
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+      "7.0\n",
+      "Game #: 322\n",
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+      "Game #: 322\n",
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+      "9.0\n",
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+      "Game #: 322\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 322\n",
+      "random action =  0\n",
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+      "Game #: 322\n",
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+      "Game #: 323\n",
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+      "2.0\n",
+      "Game #: 323\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
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+      "0.299  et  0.39601\n",
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+      "Game #: 323\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 323\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 323\n",
+      "random action =  0\n",
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+      "Game #: 323\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 323\n",
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+      "-6.0\n",
+      "Game #: 323\n",
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+      "-5.0\n",
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+      "-3.0\n",
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+      "2.0\n",
+      "Game #: 323\n",
+      "1.0870599  et  0.0\n",
+      "3.0\n",
+      "Game #: 323\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 323\n",
+      "0.299  et  0.099\n",
+      "5.0\n",
+      "Game #: 323\n",
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+      "6.0\n",
+      "Game #: 323\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 323\n",
+      "0.59501  et  0.0\n",
+      "8.0\n",
+      "Game #: 323\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 323\n",
+      "0.7840998  et  0.199\n",
+      "10.0\n",
+      "Game #: 323\n",
+      "0.0  et  0.0\n",
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+      "Game #: 323\n",
+      "0.0  et  0.0\n",
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+      "Game #: 323\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 323\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 323\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 323\n",
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+      "10.0\n",
+      "Game #: 323\n",
+      "0.199  et  0.0\n",
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+      "Game #: 323\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 323\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 323\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 323\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 323\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 323\n",
+      "0.7880599  et  0.0\n",
+      "2.0\n",
+      "Game #: 323\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 323\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 323\n",
+      "0.0  et  0.1\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Game #: 323\n",
+      "0.0  et  0.0\n",
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+      "Game #: 323\n",
+      "random action =  1\n",
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+      "Game #: 323\n",
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+      "3.0\n",
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+      "4.0\n",
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+      "0.099  et  0.1\n",
+      "-8.0\n",
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+      "2.0\n",
+      "Game #: 323\n",
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+      "3.0\n",
+      "Game #: 323\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 323\n",
+      "random action =  1\n",
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+      "Game #: 323\n",
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+      "1.0\n",
+      "Game #: 323\n",
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+      "2.0\n",
+      "Game #: 323\n",
+      "random action =  1\n",
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+      "Game #: 323\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 323\n",
+      "random action =  1\n",
+      "-8.0\n",
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+      "35.44551  et  40.1910549\n",
+      "0.0\n",
+      "Game #: 324\n",
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+      "4.0\n",
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+      "0.199  et  0.0\n",
+      "6.0\n",
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+      "7.0\n",
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+      "Game #: 324\n",
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+      "-8.0\n",
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+      "Game #: 324\n",
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+      "3.0\n",
+      "Game #: 324\n",
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+      "4.0\n",
+      "Game #: 324\n",
+      "0.39402  et  0.1\n",
+      "5.0\n",
+      "Game #: 324\n",
+      "0.39402  et  0.1\n",
+      "6.0\n",
+      "Game #: 324\n",
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+      "7.0\n",
+      "Game #: 324\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 324\n",
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+      "Game #: 324\n",
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+      "-8.0\n",
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+      "0.0\n",
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+      "-8.0\n",
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+      "Game #: 324\n",
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+      "Game #: 324\n",
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+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 324\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 324\n",
+      "random action =  0\n",
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+      "Game #: 324\n",
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+      "2.0\n",
+      "Game #: 324\n",
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+      "Game #: 324\n",
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+      "1.0\n",
+      "Game #: 324\n",
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+      "2.0\n",
+      "Game #: 324\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 324\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 324\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 324\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 324\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 324\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 324\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 324\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 324\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 324\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 324\n",
+      "0.39402  et  0.5900798\n",
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+      "Game #: 324\n",
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+      "Game #: 324\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 324\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 324\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 324\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 324\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 324\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 324\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 324\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 324\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 324\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 324\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 324\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 324\n",
+      "random action =  0\n",
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+      "626.222902503  et  0.0\n",
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+      "3.0\n",
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+      "1.560358602  et  0.1\n",
+      "4.0\n",
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+      "6.0\n",
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+      "1.568239201  et  0.3920499\n",
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+      "Game #: 325\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 325\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
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+      "Game #: 325\n",
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+      "Game #: 325\n",
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+      "1.0\n",
+      "Game #: 325\n",
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+      "2.0\n",
+      "Game #: 325\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 325\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 325\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 325\n",
+      "random action =  1\n",
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+      "-8.0\n",
+      "Game #: 325\n",
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+      "2.0\n",
+      "Game #: 325\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 325\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 325\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
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+      "6.0\n",
+      "Game #: 325\n",
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+      "7.0\n",
+      "Game #: 325\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 325\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 325\n",
+      "random action =  1\n",
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+      "Game #: 325\n",
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+      "-8.0\n",
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+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 325\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 325\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 325\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 325\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 325\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 325\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 325\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 325\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 325\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 325\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 325\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 325\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 325\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 325\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 325\n",
+      "0.39402  et  0.1\n",
+      "5.0\n",
+      "Game #: 325\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 325\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 325\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 325\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 325\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 325\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 325\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 326\n",
+      "15.149  et  0.0\n",
+      "1.0\n",
+      "Game #: 326\n",
+      "0.59501  et  0.0\n",
+      "2.0\n",
+      "Game #: 326\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 326\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 326\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 326\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 326\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 326\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 326\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 326\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 326\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 326\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 326\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 326\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 326\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 326\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 326\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 326\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 326\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 327\n",
+      "193.524947158  et  10.149\n",
+      "1.0\n",
+      "Game #: 327\n",
+      "0.39601  et  0.099\n",
+      "2.0\n",
+      "Game #: 327\n",
+      "1.964249201  et  0.0\n",
+      "3.0\n",
+      "Game #: 327\n",
+      "3.71580600999  et  0.0\n",
+      "4.0\n",
+      "Game #: 327\n",
+      "0.7880599  et  0.1\n",
+      "5.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 327\n",
+      "0.59202  et  0.299\n",
+      "7.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 327\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 327\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 327\n",
+      "-5.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 327\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 327\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 327\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 327\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 327\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 327\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 327\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 327\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 328\n",
+      "144.64525505  et  0.0\n",
+      "1.0\n",
+      "Game #: 328\n",
+      "3.12079600999  et  0.19701\n",
+      "2.0\n",
+      "Game #: 328\n",
+      "3.89317351798  et  0.1\n",
+      "3.0\n",
+      "Game #: 328\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 328\n",
+      "1.668239201  et  1.75155680899\n",
+      "0.0\n",
+      "Game #: 328\n",
+      "0.59501  et  0.5890599\n",
+      "1.0\n",
+      "Game #: 328\n",
+      "40.057160666  et  0.6890599\n",
+      "2.0\n",
+      "Game #: 328\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 328\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 328\n",
+      "0.39601  et  0.3920499\n",
+      "1.0\n",
+      "Game #: 328\n",
+      "1.176189301  et  0.39601\n",
+      "2.0\n",
+      "Game #: 328\n",
+      "1.172268802  et  0.39402\n",
+      "3.0\n",
+      "Game #: 328\n",
+      "0.39402  et  0.1\n",
+      "4.0\n",
+      "Game #: 328\n",
+      "3.90885590999  et  0.0\n",
+      "5.0\n",
+      "Game #: 328\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 328\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 328\n",
+      "0.39601  et  0.0\n",
+      "8.0\n",
+      "Game #: 328\n",
+      "0.39601  et  0.0\n",
+      "9.0\n",
+      "Game #: 328\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 328\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 328\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 328\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 328\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 328\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 328\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 328\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 328\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 328\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 328\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 328\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 328\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 328\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 328\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 328\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 328\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 328\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 328\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 328\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 328\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 328\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 328\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 328\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 328\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 328\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 328\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 328\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 329\n",
+      "15.149  et  0.0\n",
+      "1.0\n",
+      "Game #: 329\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 329\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 329\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 329\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 329\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 329\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 329\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 329\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 329\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 329\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 329\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 329\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 329\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 329\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 329\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 329\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 329\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 329\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 329\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 329\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 329\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 329\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 329\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 329\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 329\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 330\n",
+      "76.316744201  et  0.0\n",
+      "1.0\n",
+      "Game #: 330\n",
+      "0.7880599  et  0.0\n",
+      "2.0\n",
+      "Game #: 330\n",
+      "0.59501  et  0.0\n",
+      "3.0\n",
+      "Game #: 330\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 330\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 330\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 330\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 330\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 330\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 330\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 330\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 330\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 330\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 330\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 330\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 330\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 330\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 330\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 330\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 330\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 330\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 330\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 330\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 330\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 330\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 330\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 330\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 330\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 330\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 330\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 330\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 330\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 330\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 330\n",
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+      "Game #: 330\n",
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+      "Game #: 330\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 330\n",
+      "random action =  0\n",
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+      "Game #: 330\n",
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+      "10.0\n",
+      "Game #: 330\n",
+      "random action =  0\n",
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+      "Game #: 330\n",
+      "random action =  1\n",
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+      "Game #: 330\n",
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+      "Game #: 330\n",
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+      "Game #: 330\n",
+      "random action =  1\n",
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+      "Game #: 330\n",
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+      "Game #: 330\n",
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+      "7.0\n",
+      "Game #: 330\n",
+      "random action =  1\n",
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+      "Game #: 331\n",
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+      "Game #: 331\n",
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+      "7.0\n"
+     ]
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "-8.0\n",
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+      "Game #: 333\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 333\n",
+      "random action =  1\n",
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+      "Game #: 333\n",
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+      "Game #: 333\n",
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+      "2.0\n",
+      "Game #: 333\n",
+      "random action =  0\n",
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+      "Game #: 333\n",
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+      "Game #: 333\n",
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+      "Game #: 333\n",
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+      "Game #: 333\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 333\n",
+      "random action =  0\n",
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+      "Game #: 333\n",
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+      "Game #: 333\n",
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+      "Game #: 334\n",
+      "random action =  1\n",
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+      "-8.0\n",
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+      "Game #: 334\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 334\n",
+      "random action =  0\n",
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+      "Game #: 334\n",
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+      "Game #: 334\n",
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+      "Game #: 334\n",
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+      "3.0\n",
+      "Game #: 334\n",
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+      "Game #: 334\n",
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+      "Game #: 334\n",
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+      "Game #: 334\n",
+      "random action =  1\n",
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+      "Game #: 334\n",
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+      "Game #: 334\n",
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+      "Game #: 334\n",
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+      "Game #: 334\n",
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+      "7.0\n",
+      "Game #: 334\n",
+      "random action =  0\n",
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+      "Game #: 334\n",
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+      "Game #: 334\n",
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+      "Game #: 334\n",
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+      "3.0\n",
+      "Game #: 334\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 334\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 334\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 334\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 334\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 334\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 334\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 334\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 334\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 334\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 335\n",
+      "630.123877814  et  0.0\n",
+      "-6.0\n",
+      "Game #: 335\n",
+      "3.61680600999  et  0.0\n",
+      "-5.0\n",
+      "Game #: 335\n",
+      "0.199  et  0.1\n",
+      "-4.0\n",
+      "Game #: 335\n",
+      "0.298  et  0.1\n",
+      "-3.0\n",
+      "Game #: 335\n",
+      "1.86038780699  et  1.181149401\n",
+      "-2.0\n",
+      "Game #: 335\n",
+      "19.457108239  et  0.0\n",
+      "-1.0\n",
+      "Game #: 335\n",
+      "1.0870599  et  0.0\n",
+      "0.0\n",
+      "Game #: 335\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 335\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 335\n",
+      "19.9062546506  et  1.36342740799\n",
+      "3.0\n",
+      "Game #: 335\n",
+      "20.8684194935  et  6.08458423007\n",
+      "4.0\n",
+      "Game #: 335\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 335\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 335\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 335\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 335\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 335\n",
+      "0.39501  et  0.6900599\n",
+      "-8.0\n",
+      "Game #: 335\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 335\n",
+      "0.099  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 335\n",
+      "0.39501  et  0.7900599\n",
+      "0.0\n",
+      "Game #: 335\n",
+      "0.0  et  0.7880599\n",
+      "-8.0\n",
+      "Game #: 335\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 335\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 335\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 335\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 335\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 335\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 335\n",
+      "1.560358602  et  0.39601\n",
+      "6.0\n",
+      "Game #: 335\n",
+      "7.73953470178  et  0.9870599\n",
+      "7.0\n",
+      "Game #: 335\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 335\n",
+      "0.7880599  et  0.1\n",
+      "9.0\n",
+      "Game #: 335\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 335\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 335\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 335\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 335\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 335\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 335\n",
+      "0.7860699  et  0.299\n",
+      "5.0\n",
+      "Game #: 335\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 335\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 335\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 335\n",
+      "1.2781198  et  0.299\n",
+      "-6.0\n",
+      "Game #: 335\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 335\n",
+      "0.199  et  0.1\n",
+      "-4.0\n",
+      "Game #: 335\n",
+      "0.199  et  0.1\n",
+      "-3.0\n",
+      "Game #: 335\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 335\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 335\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 335\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 335\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 335\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 335\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 335\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 335\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 335\n",
+      "0.298  et  0.1\n",
+      "-2.0\n",
+      "Game #: 335\n",
+      "0.29701  et  0.199\n",
+      "-1.0\n",
+      "Game #: 335\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 335\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 335\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 335\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 335\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 335\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 335\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 335\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 335\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 335\n",
+      "1.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 335\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 335\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 335\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 336\n",
+      "34.14651  et  0.0\n",
+      "0.0\n",
+      "Game #: 336\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 336\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 336\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 336\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 336\n",
+      "0.39601  et  0.0\n",
+      "5.0\n",
+      "Game #: 336\n",
+      "0.59202  et  0.299\n",
+      "6.0\n",
+      "Game #: 336\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 336\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 336\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 336\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 336\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 336\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 336\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 336\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 336\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 336\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 336\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 336\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 336\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 336\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 336\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 336\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 336\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 336\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 336\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 336\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 337\n",
+      "35.0495  et  0.0\n",
+      "-1.0\n",
+      "Game #: 337\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 337\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 337\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 337\n",
+      "0.39601  et  0.0\n",
+      "3.0\n",
+      "Game #: 337\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 337\n",
+      "0.69501  et  1.4761198\n",
+      "0.0\n",
+      "Game #: 337\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 337\n",
+      "0.59501  et  0.0\n",
+      "2.0\n",
+      "Game #: 337\n",
+      "2.939468402  et  0.299\n",
+      "3.0\n",
+      "Game #: 337\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 337\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 337\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 337\n",
+      "0.9870599  et  0.0\n",
+      "2.0\n",
+      "Game #: 337\n",
+      "0.5890599  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 337\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 337\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 337\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 337\n",
+      "0.4920499  et  0.883139401\n",
+      "-8.0\n",
+      "Game #: 337\n",
+      "0.39601  et  0.5920499\n",
+      "0.0\n",
+      "Game #: 337\n",
+      "1.3830699  et  2.738478402\n",
+      "-8.0\n",
+      "Game #: 337\n",
+      "0.298  et  0.49502\n",
+      "0.0\n",
+      "Game #: 337\n",
+      "0.49601  et  0.4910499\n",
+      "1.0\n",
+      "Game #: 337\n",
+      "1.176209201  et  0.8860699\n",
+      "2.0\n",
+      "Game #: 337\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 337\n",
+      "0.39402  et  0.1\n",
+      "4.0\n",
+      "Game #: 337\n",
+      "1.560358602  et  0.199\n",
+      "5.0\n",
+      "Game #: 337\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 337\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 337\n",
+      "1.75843740799  et  0.980179301\n",
+      "8.0\n",
+      "Game #: 337\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 337\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 337\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 337\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 337\n",
+      "0.7880599  et  0.0\n",
+      "10.0\n",
+      "Game #: 337\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 337\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 337\n",
+      "0.39601  et  0.0\n",
+      "10.0\n",
+      "Game #: 337\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 337\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 337\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 337\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 337\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 337\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 337\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 338\n",
+      "152.76445505  et  0.0\n",
+      "1.0\n",
+      "Game #: 338\n",
+      "2.752309101  et  0.29601\n",
+      "2.0\n",
+      "Game #: 338\n",
+      "0.978199002  et  0.5900798\n",
+      "3.0\n",
+      "Game #: 338\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 338\n",
+      "0.59202  et  0.9850998\n",
+      "0.0\n",
+      "Game #: 338\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 338\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 338\n",
+      "6.40938405988  et  0.0\n",
+      "3.0\n",
+      "Game #: 338\n",
+      "0.4930399  et  0.29701\n",
+      "4.0\n",
+      "Game #: 338\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 338\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 338\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 338\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 338\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 338\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 338\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 338\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 338\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 338\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 338\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 338\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 338\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 338\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 338\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 338\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 338\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 338\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 338\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 338\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 338\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 338\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 338\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 338\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 338\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 338\n",
+      "1.568239201  et  0.0\n",
+      "3.0\n",
+      "Game #: 338\n",
+      "0.39402  et  0.1\n",
+      "4.0\n",
+      "Game #: 338\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 338\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 338\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 338\n",
+      "1.560358602  et  0.1\n",
+      "8.0\n",
+      "Game #: 338\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 338\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 338\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 338\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 338\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 338\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 338\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 338\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 338\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 338\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 338\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 338\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 338\n",
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+      "12.3586642792  et  0.1\n",
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+      "Game #: 339\n",
+      "3.10511361798  et  0.1\n",
+      "4.0\n",
+      "Game #: 339\n",
+      "2.33273610999  et  0.199\n",
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+      "Game #: 339\n",
+      "2.71905223491  et  0.883139401\n",
+      "6.0\n",
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+      "Game #: 339\n",
+      "3.12079600999  et  0.1\n",
+      "10.0\n",
+      "Game #: 339\n",
+      "random action =  1\n",
+      "-8.0\n",
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+      "Game #: 339\n",
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+      "Game #: 339\n",
+      "random action =  1\n",
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+      "Game #: 339\n",
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+      "Game #: 339\n",
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+      "Game #: 339\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 339\n",
+      "0.1  et  0.298\n",
+      "0.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Game #: 339\n",
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+      "-8.0\n",
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+      "Game #: 339\n",
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+      "Game #: 339\n",
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+      "Game #: 339\n",
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+      "Game #: 339\n",
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+      "5.0\n",
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+      "7.0\n",
+      "Game #: 339\n",
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+      "Game #: 339\n",
+      "random action =  1\n",
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+      "Game #: 339\n",
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+      "-8.0\n",
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+      "-8.0\n",
+      "Game #: 339\n",
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+      "Game #: 339\n",
+      "random action =  0\n",
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+      "Game #: 339\n",
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+      "2.0\n",
+      "Game #: 339\n",
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+      "3.0\n",
+      "Game #: 339\n",
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+      "-8.0\n",
+      "Game #: 339\n",
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+      "Game #: 339\n",
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+      "Game #: 339\n",
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+      "2.0\n",
+      "Game #: 339\n",
+      "random action =  1\n",
+      "-8.0\n",
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+      "Game #: 339\n",
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+      "-8.0\n",
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+      "random action =  0\n",
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+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 339\n",
+      "random action =  0\n",
+      "-3.0\n",
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+      "-2.0\n",
+      "Game #: 339\n",
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+      "Game #: 339\n",
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+      "0.0\n",
+      "Game #: 339\n",
+      "random action =  0\n",
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+      "2.0\n",
+      "Game #: 339\n",
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+      "3.0\n",
+      "Game #: 339\n",
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+      "4.0\n",
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+      "5.0\n",
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+      "2.0\n",
+      "Game #: 339\n",
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+      "3.0\n",
+      "Game #: 339\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 339\n",
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+      "5.0\n",
+      "Game #: 339\n",
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+      "6.0\n",
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+      "-8.0\n",
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+      "Game #: 339\n",
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+      "Game #: 339\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
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+      "Game #: 339\n",
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+      "Game #: 339\n",
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+      "2.0\n",
+      "Game #: 339\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 339\n",
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+      "4.0\n",
+      "Game #: 339\n",
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+      "-4.0\n",
+      "Game #: 340\n",
+      "121.598663406  et  64.397594451\n",
+      "-4.0\n",
+      "Game #: 340\n",
+      "6.31038405988  et  0.19701\n",
+      "-3.0\n",
+      "Game #: 340\n",
+      "7.84741530078  et  0.1\n",
+      "-2.0\n",
+      "Game #: 340\n",
+      "7.49445395988  et  0.0\n",
+      "-1.0\n",
+      "Game #: 340\n",
+      "3.5022804419  et  1.75155680899\n",
+      "0.0\n",
+      "Game #: 340\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 340\n",
+      "79.7137497254  et  0.6890599\n",
+      "2.0\n",
+      "Game #: 340\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 340\n",
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+      "5.0\n",
+      "Game #: 340\n",
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+      "6.0\n",
+      "Game #: 340\n",
+      "0.7880698  et  0.49502\n",
+      "7.0\n",
+      "Game #: 340\n",
+      "0.39601  et  0.099\n",
+      "8.0\n",
+      "Game #: 340\n",
+      "0.198  et  0.1\n",
+      "9.0\n",
+      "Game #: 340\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 340\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 340\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.1\n",
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+      "Game #: 340\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 340\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 340\n",
+      "0.7840998  et  0.1\n",
+      "4.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 340\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 340\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 340\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 340\n",
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+      "2.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 340\n",
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+      "5.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 340\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 340\n",
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+      "Game #: 340\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 340\n",
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+      "2.0\n",
+      "Game #: 340\n",
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+      "3.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 340\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 340\n",
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+      "Game #: 340\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 340\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 340\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 340\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 341\n",
+      "76.316744201  et  80.653576759\n",
+      "0.0\n",
+      "Game #: 341\n",
+      "0.39601  et  0.3920499\n",
+      "1.0\n",
+      "Game #: 341\n",
+      "1.1840699  et  0.0\n",
+      "2.0\n",
+      "Game #: 341\n",
+      "2.73662670899  et  0.39601\n",
+      "3.0\n",
+      "Game #: 341\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 341\n",
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+      "5.0\n",
+      "Game #: 341\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 341\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 341\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 341\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 341\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 341\n",
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+      "10.0\n",
+      "Game #: 341\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 341\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 341\n",
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+      "10.0\n",
+      "Game #: 341\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 341\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 341\n",
+      "random action =  1\n",
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+      "Game #: 341\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 341\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 341\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 341\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 341\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 341\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 341\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 341\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 341\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 341\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 341\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 341\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 341\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 341\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 342\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 342\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 342\n",
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+      "2.0\n",
+      "Game #: 342\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 342\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 342\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 342\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 342\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 342\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 342\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 342\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 342\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 342\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 342\n",
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+      "10.0\n",
+      "Game #: 342\n",
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+      "Game #: 342\n",
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+      "Game #: 342\n",
+      "0.0  et  0.0\n",
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+      "Game #: 342\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 342\n",
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+      "10.0\n",
+      "Game #: 342\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 342\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 342\n",
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+      "1.0\n",
+      "Game #: 343\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 343\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 343\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 343\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 343\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 343\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 343\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 343\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 343\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 343\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 343\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 343\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 343\n",
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+      "10.0\n",
+      "Game #: 343\n",
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+      "10.0\n",
+      "Game #: 343\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 343\n",
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+      "10.0\n",
+      "Game #: 343\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 343\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 343\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 344\n",
+      "34.7505  et  0.0\n",
+      "1.0\n",
+      "Game #: 344\n",
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+      "Game #: 344\n",
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+      "Game #: 344\n",
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+      "Game #: 344\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 344\n",
+      "0.39601  et  0.0\n",
+      "7.0\n",
+      "Game #: 344\n",
+      "0.59202  et  0.299\n",
+      "8.0\n",
+      "Game #: 344\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 344\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 344\n",
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+      "0.0\n",
+      "Game #: 344\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 344\n",
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+      "2.0\n",
+      "Game #: 344\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 344\n",
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+      "4.0\n",
+      "Game #: 344\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 344\n",
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+      "0.0\n",
+      "Game #: 344\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 344\n",
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+      "2.0\n",
+      "Game #: 344\n",
+      "0.3920499  et  0.39601\n",
+      "-8.0\n",
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+      "Game #: 344\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 344\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 344\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 344\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 344\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 344\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 344\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 344\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 344\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 344\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 344\n",
+      "0.0  et  0.0\n",
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+      "696.662228542  et  368.438771404\n",
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+      "2.0\n",
+      "Game #: 345\n",
+      "2.54158680899  et  0.6890599\n",
+      "3.0\n",
+      "Game #: 345\n",
+      "3.48171596782  et  0.4900798\n",
+      "4.0\n",
+      "Game #: 345\n",
+      "0.39601  et  0.0\n",
+      "5.0\n",
+      "Game #: 345\n",
+      "17.588888853  et  9.97209033607\n",
+      "6.0\n",
+      "Game #: 345\n",
+      "0.39601  et  0.0\n",
+      "7.0\n",
+      "Game #: 345\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 345\n",
+      "0.59202  et  0.299\n",
+      "9.0\n",
+      "Game #: 345\n",
+      "2.14165591398  et  0.6890798\n",
+      "10.0\n",
+      "Game #: 345\n",
+      "4.65782725089  et  0.39601\n",
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+      "Game #: 345\n",
+      "3.10511361798  et  0.1\n",
+      "10.0\n",
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+      "0.099  et  0.1\n",
+      "-8.0\n",
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+      "3.90885590999  et  3.96976735089\n",
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+      "Game #: 345\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 345\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 345\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 345\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 345\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 345\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 345\n",
+      "0.7880599  et  0.0\n",
+      "5.0\n",
+      "Game #: 345\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 345\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 345\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 345\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 345\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 345\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 345\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 345\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 345\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 345\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 345\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 345\n",
+      "-10.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 345\n",
+      "0.0  et  0.49601\n",
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+      "Game #: 345\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 345\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 345\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 345\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 345\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 345\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 345\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 345\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 345\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 346\n",
+      "15.149  et  0.0\n",
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+      "Game #: 346\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 346\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 346\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 346\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 346\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 346\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 346\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 346\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 346\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 346\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 346\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 346\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 346\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 346\n",
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+      "Game #: 346\n",
+      "0.0  et  0.0\n",
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+      "Game #: 346\n",
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+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 346\n",
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+      "-16.0\n",
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+      "34.9495  et  0.0\n",
+      "-16.0\n",
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+      "-15.0\n",
+      "Game #: 347\n",
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+      "-14.0\n",
+      "Game #: 347\n",
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+      "-13.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "-12.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 347\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 347\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 347\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 347\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 347\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 347\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 347\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 347\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
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+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 347\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 347\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 347\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 347\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 347\n",
+      "0.299  et  0.0\n",
+      "6.0\n",
+      "Game #: 347\n",
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+      "7.0\n",
+      "Game #: 347\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 347\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 347\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 347\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 347\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 347\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 347\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 347\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 347\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 347\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 347\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 347\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 347\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 347\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 347\n",
+      "0.199  et  0.0\n",
+      "-7.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 347\n",
+      "0.0  et  0.0\n",
+      "-14.0\n",
+      "Game #: 348\n",
+      "390.214644845  et  10.149\n",
+      "-14.0\n",
+      "Game #: 348\n",
+      "7.29744395988  et  0.0\n",
+      "-13.0\n",
+      "Game #: 348\n",
+      "0.7910499  et  0.39601\n",
+      "-12.0\n",
+      "Game #: 348\n",
+      "2.71716054686  et  1.65651671198\n",
+      "-11.0\n",
+      "Game #: 348\n",
+      "6.27917609978  et  0.1\n",
+      "-10.0\n",
+      "Game #: 348\n",
+      "0.1  et  0.0\n",
+      "-9.0\n",
+      "Game #: 348\n",
+      "0.1  et  0.0\n",
+      "-8.0\n",
+      "Game #: 348\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 348\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 348\n",
+      "0.59501  et  0.0\n",
+      "3.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 348\n",
+      "0.39601  et  0.1\n",
+      "5.0\n",
+      "Game #: 348\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 348\n",
+      "0.299  et  0.39601\n",
+      "0.0\n",
+      "Game #: 348\n",
+      "0.39601  et  1.574189301\n",
+      "-8.0\n",
+      "Game #: 348\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 348\n",
+      "1.178159401  et  3.31014173591\n",
+      "-8.0\n",
+      "Game #: 348\n",
+      "0.4920499  et  0.883139401\n",
+      "0.0\n",
+      "Game #: 348\n",
+      "0.39402  et  1.371268802\n",
+      "-8.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 348\n",
+      "0.9870599  et  0.0\n",
+      "-4.0\n",
+      "Game #: 348\n",
+      "0.199  et  0.0\n",
+      "-3.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 348\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 348\n",
+      "0.39601  et  0.0\n",
+      "1.0\n",
+      "Game #: 348\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 348\n",
+      "0.299  et  0.0\n",
+      "3.0\n",
+      "Game #: 348\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 348\n",
+      "0.299  et  0.29601\n",
+      "-8.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 348\n",
+      "1.1840699  et  0.0\n",
+      "-5.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 348\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 348\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 348\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 348\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 348\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 349\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 349\n",
+      "3.12079600999  et  3.18858804989\n",
+      "-8.0\n",
+      "Game #: 349\n",
+      "1.174219002  et  1.65849681198\n",
+      "0.0\n",
+      "Game #: 349\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 349\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 349\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 349\n",
+      "0.59202  et  0.9850998\n",
+      "0.0\n",
+      "Game #: 349\n",
+      "0.29601  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 349\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 349\n",
+      "3.3032704419  et  5.12279454647\n",
+      "0.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 349\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 349\n",
+      "0.39402  et  0.1\n",
+      "2.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 349\n",
+      "0.39402  et  0.1\n",
+      "8.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 349\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 349\n",
+      "-5.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 349\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 349\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 349\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 349\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 349\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 349\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 350\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 350\n",
+      "1.668239201  et  0.0\n",
+      "-1.0\n",
+      "Game #: 350\n",
+      "13.6427341792  et  0.0\n",
+      "0.0\n",
+      "Game #: 350\n",
+      "23.1344969072  et  0.49601\n",
+      "1.0\n",
+      "Game #: 350\n",
+      "0.7900499  et  0.199\n",
+      "2.0\n",
+      "Game #: 350\n",
+      "3.3022804419  et  0.880179301\n",
+      "3.0\n",
+      "Game #: 350\n",
+      "6.96739125546  et  0.5930399\n",
+      "4.0\n",
+      "Game #: 350\n",
+      "0.5890798  et  0.39402\n",
+      "5.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 350\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 350\n",
+      "1.369239201  et  1.95155680899\n",
+      "0.0\n",
+      "Game #: 350\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 350\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 350\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 350\n",
+      "0.199  et  0.099\n",
+      "4.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 350\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 350\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 350\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 350\n",
+      "-10.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 350\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 350\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 350\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 350\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 350\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 350\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 350\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 350\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 350\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 350\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 351\n",
+      "115.029699251  et  5.1\n",
+      "-5.0\n",
+      "Game #: 351\n",
+      "1.4830699  et  0.0\n",
+      "-4.0\n",
+      "Game #: 351\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 351\n",
+      "3.051309101  et  0.6880599\n",
+      "-2.0\n",
+      "Game #: 351\n",
+      "1.4830699  et  0.0\n",
+      "-1.0\n",
+      "Game #: 351\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 351\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 351\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 351\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 351\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 351\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 351\n",
+      "0.199  et  0.099\n",
+      "6.0\n",
+      "Game #: 351\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 351\n",
+      "0.39501  et  0.299\n",
+      "8.0\n",
+      "Game #: 351\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 351\n",
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+      "Game #: 351\n",
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+      "Game #: 351\n",
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+      "1.0\n",
+      "Game #: 351\n",
+      "1.1781198  et  0.299\n",
+      "2.0\n",
+      "Game #: 351\n",
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+      "3.0\n",
+      "Game #: 351\n",
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+      "4.0\n",
+      "Game #: 351\n",
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+      "-8.0\n",
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+      "Game #: 351\n",
+      "0.29701  et  0.199\n",
+      "2.0\n",
+      "Game #: 351\n",
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+      "3.0\n",
+      "Game #: 351\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 351\n",
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+      "5.0\n",
+      "Game #: 351\n",
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+      "6.0\n",
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+      "0.099  et  0.1\n",
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+      "1.0\n",
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+      "-8.0\n",
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+      "0.199  et  0.29701\n",
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+      "2.0\n",
+      "Game #: 351\n",
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+      "3.0\n",
+      "Game #: 351\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 351\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
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+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 351\n",
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+      "Game #: 351\n",
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+      "1.0\n",
+      "Game #: 351\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
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+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 351\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 351\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 351\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 351\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 351\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 351\n",
+      "0.0  et  0.299\n",
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+      "Game #: 351\n",
+      "0.1  et  0.7880599\n",
+      "-8.0\n",
+      "Game #: 351\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 351\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 351\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 351\n",
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+      "1.0\n",
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+      "2.0\n",
+      "Game #: 351\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 351\n",
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+      "4.0\n",
+      "Game #: 351\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 351\n",
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+      "Game #: 351\n",
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+      "1.0\n",
+      "Game #: 351\n",
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+      "2.0\n",
+      "Game #: 351\n",
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+      "3.0\n",
+      "Game #: 351\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 351\n",
+      "6.21038405988  et  0.0\n",
+      "5.0\n",
+      "Game #: 351\n",
+      "1.560358602  et  0.1\n",
+      "6.0\n",
+      "Game #: 351\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 351\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 352\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 352\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 352\n",
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+      "2.0\n",
+      "Game #: 352\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 352\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 352\n",
+      "0.7880599  et  0.0\n",
+      "5.0\n",
+      "Game #: 352\n",
+      "1.1781198  et  0.299\n",
+      "6.0\n",
+      "Game #: 352\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 352\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 352\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 352\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 352\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 352\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 352\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 352\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 352\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 352\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 352\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 352\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 352\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 352\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 353\n",
+      "312.122061559  et  0.0\n",
+      "1.0\n",
+      "Game #: 353\n",
+      "1.568239201  et  0.0\n",
+      "2.0\n",
+      "Game #: 353\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 353\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 353\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 353\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 353\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 353\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 353\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 353\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 353\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 353\n",
+      "0.29701  et  0.199\n",
+      "5.0\n",
+      "Game #: 353\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 353\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 353\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 353\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 353\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 353\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 353\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 353\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 353\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 353\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 353\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 353\n",
+      "0.0  et  0.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "10.0\n",
+      "Game #: 353\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 353\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 354\n",
+      "74.549505  et  0.0\n",
+      "1.0\n",
+      "Game #: 354\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 354\n",
+      "0.39601  et  0.0\n",
+      "3.0\n",
+      "Game #: 354\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 354\n",
+      "0.39502  et  0.298\n",
+      "5.0\n",
+      "Game #: 354\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 354\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 354\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 354\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 354\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 354\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 354\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 354\n",
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+      "1.0\n",
+      "Game #: 354\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 354\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 354\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 354\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 354\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 354\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 354\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 354\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 354\n",
+      "0.29601  et  0.199\n",
+      "7.0\n",
+      "Game #: 354\n",
+      "0.199  et  0.0\n",
+      "8.0\n",
+      "Game #: 354\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 354\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 354\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 354\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 354\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 354\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 354\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 354\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 354\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 354\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 354\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 354\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 354\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 354\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 355\n",
+      "1391.3578348  et  368.438771404\n",
+      "0.0\n",
+      "Game #: 355\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 355\n",
+      "146.335223772  et  0.0\n",
+      "2.0\n",
+      "Game #: 355\n",
+      "24.5937419155  et  0.1\n",
+      "3.0\n",
+      "Game #: 355\n",
+      "12.4955604386  et  0.1\n",
+      "4.0\n",
+      "Game #: 355\n",
+      "21.5353587049  et  0.39602\n",
+      "5.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 355\n",
+      "25.3818018155  et  0.0\n",
+      "7.0\n",
+      "Game #: 355\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 355\n",
+      "78.8307590417  et  1.36342740799\n",
+      "9.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 355\n",
+      "1.74960601398  et  0.4900798\n",
+      "10.0\n",
+      "Game #: 355\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 355\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 355\n",
+      "0.099  et  2.752309101\n",
+      "-8.0\n",
+      "Game #: 355\n",
+      "0.199  et  0.39601\n",
+      "0.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 355\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 355\n",
+      "0.39501  et  0.299\n",
+      "3.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 355\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 355\n",
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+      "1.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 355\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 355\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 355\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 355\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 355\n",
+      "0.29701  et  0.199\n",
+      "-7.0\n",
+      "Game #: 355\n",
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+      "-6.0\n",
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+      "-5.0\n",
+      "Game #: 355\n",
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+      "-4.0\n",
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+      "-3.0\n",
+      "Game #: 355\n",
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+      "-2.0\n",
+      "Game #: 355\n",
+      "0.199  et  0.1\n",
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+      "Game #: 355\n",
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+      "0.0\n",
+      "Game #: 355\n",
+      "0.198  et  0.1\n",
+      "1.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 355\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 355\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.299\n",
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+      "Game #: 355\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 355\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 356\n",
+      "620.607528444  et  0.0\n",
+      "-4.0\n",
+      "Game #: 356\n",
+      "1.867239201  et  0.0\n",
+      "-3.0\n",
+      "Game #: 356\n",
+      "13.0536742792  et  0.0\n",
+      "-2.0\n",
+      "Game #: 356\n",
+      "9.63018006987  et  0.0\n",
+      "-1.0\n",
+      "Game #: 356\n",
+      "1.668239201  et  0.0\n",
+      "0.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 356\n",
+      "1.75059601398  et  0.976258802\n",
+      "2.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 356\n",
+      "3.4973203419  et  0.4920499\n",
+      "4.0\n",
+      "Game #: 356\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 356\n",
+      "0.199  et  0.6910499\n",
+      "0.0\n",
+      "Game #: 356\n",
+      "0.4910598  et  0.782169202\n",
+      "-8.0\n",
+      "Game #: 356\n",
+      "0.39402  et  0.5900798\n",
+      "0.0\n",
+      "Game #: 356\n",
+      "3.90885590999  et  7.89983702827\n",
+      "-8.0\n",
+      "Game #: 356\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 356\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 356\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 356\n",
+      "1.568239201  et  0.0\n",
+      "6.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 356\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 356\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 356\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 356\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 357\n",
+      "161.163785192  et  80.653576759\n",
+      "1.0\n",
+      "Game #: 357\n",
+      "0.7880599  et  0.3920499\n",
+      "2.0\n",
+      "Game #: 357\n",
+      "2.356299101  et  0.0\n",
+      "3.0\n",
+      "Game #: 357\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 357\n",
+      "0.39402  et  0.1\n",
+      "5.0\n",
+      "Game #: 357\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 357\n",
+      "0.198  et  0.29602\n",
+      "-8.0\n",
+      "Game #: 357\n",
+      "0.198  et  0.39602\n",
+      "0.0\n",
+      "Game #: 357\n",
+      "0.29701  et  0.981149401\n",
+      "-8.0\n",
+      "Game #: 357\n",
+      "9.40460342708  et  15.7578376121\n",
+      "0.0\n",
+      "Game #: 357\n",
+      "2.5221011409  et  4.24843693848\n",
+      "-8.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.8880599\n",
+      "0.0\n",
+      "Game #: 357\n",
+      "4.06605101356  et  6.35731333734\n",
+      "-8.0\n",
+      "Game #: 357\n",
+      "2.71812084586  et  4.94049624938\n",
+      "0.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 357\n",
+      "0.39402  et  0.199\n",
+      "3.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 357\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 357\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 357\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 357\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 357\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 357\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 357\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 357\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 357\n",
+      "-4.9  et  0.0\n",
+      "-8.0\n",
+      "Game #: 357\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 357\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 357\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 357\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 357\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 357\n",
+      "0.0  et  0.0\n",
+      "-12.0\n",
+      "Game #: 358\n",
+      "74.253495  et  0.0\n",
+      "-12.0\n",
+      "Game #: 358\n",
+      "6.31038405988  et  1.55255680899\n",
+      "-11.0\n",
+      "Game #: 358\n",
+      "0.299  et  0.0\n",
+      "-10.0\n",
+      "Game #: 358\n",
+      "0.49601  et  0.0\n",
+      "-9.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 358\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 358\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 358\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 358\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 358\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 358\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 358\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 358\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 358\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 358\n",
+      "0.199  et  0.099\n",
+      "-3.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 358\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 358\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 358\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 358\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 358\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 358\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 358\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 358\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 358\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 358\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 358\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 358\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 358\n",
+      "0.49601  et  0.0\n",
+      "10.0\n",
+      "Game #: 358\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 358\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 358\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 358\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 359\n",
+      "1873.40529624  et  5.1\n",
+      "1.0\n",
+      "Game #: 359\n",
+      "2.356299101  et  0.0\n",
+      "2.0\n",
+      "Game #: 359\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 359\n",
+      "0.29601  et  0.199\n",
+      "4.0\n",
+      "Game #: 359\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 359\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 359\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 359\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 359\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 359\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 359\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 359\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 359\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 359\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 359\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 359\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 359\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 359\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 359\n",
+      "0.299  et  0.0\n",
+      "-5.0\n",
+      "Game #: 359\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 359\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 359\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 359\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 359\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 359\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 359\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 359\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 359\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 359\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 359\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 359\n",
+      "-4.901  et  0.1\n",
+      "-8.0\n",
+      "Game #: 359\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 359\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 359\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 359\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 359\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 359\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 359\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 359\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 359\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 359\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 359\n",
+      "0.39601  et  0.0\n",
+      "10.0\n",
+      "Game #: 359\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 359\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 359\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 360\n",
+      "3733.77154951  et  5.1\n",
+      "-16.0\n",
+      "Game #: 360\n",
+      "4.78903521099  et  0.0\n",
+      "-15.0\n",
+      "Game #: 360\n",
+      "1.4830699  et  0.0\n",
+      "-14.0\n",
+      "Game #: 360\n",
+      "15.0139633802  et  0.0\n",
+      "-13.0\n",
+      "Game #: 360\n",
+      "0.39701  et  0.199\n",
+      "-12.0\n",
+      "Game #: 360\n",
+      "1.867278802  et  0.198\n",
+      "-11.0\n",
+      "Game #: 360\n",
+      "9.23813016987  et  0.69501\n",
+      "-10.0\n",
+      "Game #: 360\n",
+      "1.4830699  et  0.0\n",
+      "-9.0\n",
+      "Game #: 360\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 360\n",
+      "0.6910499  et  0.983139401\n",
+      "0.0\n",
+      "Game #: 360\n",
+      "0.299  et  0.29601\n",
+      "1.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 360\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 360\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 360\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 360\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 360\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 360\n",
+      "0.39601  et  0.5920499\n",
+      "0.0\n",
+      "Game #: 360\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 360\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 360\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 360\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 360\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 360\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 360\n",
+      "0.39402  et  0.1\n",
+      "4.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 360\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 360\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 360\n",
+      "0.199  et  0.5910499\n",
+      "-8.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 360\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 361\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 361\n",
+      "0.49601  et  0.0\n",
+      "0.0\n",
+      "Game #: 361\n",
+      "1.568239201  et  0.0\n",
+      "1.0\n",
+      "Game #: 361\n",
+      "18.4454616962  et  0.199\n",
+      "2.0\n",
+      "Game #: 361\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 361\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 361\n",
+      "1.369239201  et  0.49601\n",
+      "5.0\n",
+      "Game #: 361\n",
+      "7.30929211599  et  2.33092283391\n",
+      "6.0\n",
+      "Game #: 361\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 361\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 361\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 361\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 361\n",
+      "0.39601  et  0.979179301\n",
+      "-8.0\n",
+      "Game #: 361\n",
+      "0.39601  et  2.04856680899\n",
+      "0.0\n",
+      "Game #: 361\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 361\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 361\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 361\n",
+      "0.59501  et  0.0\n",
+      "2.0\n",
+      "Game #: 361\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 361\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 361\n",
+      "0.4930399  et  0.29701\n",
+      "5.0\n",
+      "Game #: 361\n",
+      "0.5890599  et  0.199\n",
+      "6.0\n",
+      "Game #: 361\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 361\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 361\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 361\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 361\n",
+      "0.7840998  et  0.1\n",
+      "3.0\n",
+      "Game #: 361\n",
+      "3.10511361798  et  0.39601\n",
+      "4.0\n",
+      "Game #: 361\n",
+      "15.4016740565  et  0.9870599\n",
+      "5.0\n",
+      "Game #: 361\n",
+      "0.29601  et  0.199\n",
+      "6.0\n",
+      "Game #: 361\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 361\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 361\n",
+      "0.199  et  0.0\n",
+      "9.0\n",
+      "Game #: 361\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 361\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 361\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 361\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 361\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 361\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 361\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 361\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 362\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "185.717253599  et  14.249\n",
+      "1.0\n",
+      "Game #: 362\n",
+      "14.5219134802  et  0.0\n",
+      "2.0\n",
+      "Game #: 362\n",
+      "27.1490410165  et  0.0\n",
+      "3.0\n",
+      "Game #: 362\n",
+      "1.1801098  et  0.1\n",
+      "4.0\n",
+      "Game #: 362\n",
+      "8.33485678138  et  1.178179301\n",
+      "5.0\n",
+      "Game #: 362\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 362\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 362\n",
+      "13.8960075997  et  14.4500675237\n",
+      "-8.0\n",
+      "Game #: 362\n",
+      "0.099  et  0.49601\n",
+      "0.0\n",
+      "Game #: 362\n",
+      "1.94856680899  et  2.3250911409\n",
+      "-8.0\n",
+      "Game #: 362\n",
+      "20.8684194935  et  26.8443195287\n",
+      "0.0\n",
+      "Game #: 362\n",
+      "7.03634011928  et  7.75403661809\n",
+      "-8.0\n",
+      "Game #: 362\n",
+      "1.076189301  et  8.86568316088\n",
+      "0.0\n",
+      "Game #: 362\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 362\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 362\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 362\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 362\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 362\n",
+      "0.39601  et  0.8840998\n",
+      "0.0\n",
+      "Game #: 362\n",
+      "0.39501  et  1.572219201\n",
+      "-8.0\n",
+      "Game #: 362\n",
+      "0.39601  et  0.4920499\n",
+      "0.0\n",
+      "Game #: 362\n",
+      "0.39601  et  0.3920499\n",
+      "1.0\n",
+      "Game #: 362\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 362\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 362\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 362\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 362\n",
+      "1.75744740799  et  0.6910499\n",
+      "6.0\n",
+      "Game #: 362\n",
+      "0.9820998  et  0.49601\n",
+      "7.0\n",
+      "Game #: 362\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 362\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 362\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 362\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 362\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 362\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 362\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 362\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 362\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 362\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 362\n",
+      "0.39601  et  0.0\n",
+      "10.0\n",
+      "Game #: 362\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 362\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 362\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 362\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 362\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 363\n",
+      "34.7505  et  0.0\n",
+      "1.0\n",
+      "Game #: 363\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 363\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 363\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 363\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 363\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 363\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 363\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 363\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 363\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 363\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 363\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 363\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 363\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 363\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 363\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 363\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 363\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 363\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 363\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 363\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 363\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 363\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 363\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 363\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 363\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 364\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 364\n",
+      "2.555299101  et  0.0\n",
+      "2.0\n",
+      "Game #: 364\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 364\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 364\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 364\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 364\n",
+      "0.69501  et  0.0\n",
+      "-5.0\n",
+      "Game #: 364\n",
+      "0.49601  et  0.1\n",
+      "-4.0\n",
+      "Game #: 364\n",
+      "1.4830699  et  0.099\n",
+      "-3.0\n",
+      "Game #: 364\n",
+      "0.299  et  0.0\n",
+      "-2.0\n",
+      "Game #: 364\n",
+      "0.299  et  0.0\n",
+      "-1.0\n",
+      "Game #: 364\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 364\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 364\n",
+      "0.199  et  0.29701\n",
+      "-8.0\n",
+      "Game #: 364\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 364\n",
+      "1.176189301  et  1.46342740799\n",
+      "0.0\n",
+      "Game #: 364\n",
+      "0.39601  et  1.178179301\n",
+      "-8.0\n",
+      "Game #: 364\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 364\n",
+      "1.4830699  et  3.12079600999\n",
+      "-8.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 364\n",
+      "0.39501  et  0.299\n",
+      "4.0\n",
+      "Game #: 364\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 364\n",
+      "0.39601  et  0.0\n",
+      "6.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 364\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 364\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 364\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 364\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 364\n",
+      "0.39402  et  0.1\n",
+      "4.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 364\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 364\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 364\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 364\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 365\n",
+      "2494.9553162  et  0.0\n",
+      "-16.0\n",
+      "Game #: 365\n",
+      "9.82719006987  et  0.0\n",
+      "-15.0\n",
+      "Game #: 365\n",
+      "1.4830699  et  0.0\n",
+      "-14.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "-13.0\n",
+      "Game #: 365\n",
+      "1.568239201  et  0.0\n",
+      "-12.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 365\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 365\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 365\n",
+      "0.1  et  0.198\n",
+      "0.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 365\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 365\n",
+      "0.299  et  0.0\n",
+      "3.0\n",
+      "Game #: 365\n",
+      "0.299  et  0.0\n",
+      "4.0\n",
+      "Game #: 365\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 365\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 365\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 365\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 365\n",
+      "0.59501  et  0.0\n",
+      "0.0\n",
+      "Game #: 365\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 365\n",
+      "0.299  et  0.0\n",
+      "2.0\n",
+      "Game #: 365\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 365\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 365\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 365\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 365\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 365\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 365\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 365\n",
+      "0.299  et  0.29601\n",
+      "-8.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 365\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 365\n",
+      "0.199  et  0.0\n",
+      "0.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 365\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 365\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 365\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 365\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 365\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 365\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 366\n",
+      "35.24651  et  0.0\n",
+      "-2.0\n",
+      "Game #: 366\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 366\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 366\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 366\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 366\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 366\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 366\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 366\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 366\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 366\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 366\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 366\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 366\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 366\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 366\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 366\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 366\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 366\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 366\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 366\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 366\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 366\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 366\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 366\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 366\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 366\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 366\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 366\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 366\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 366\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 366\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 366\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 366\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 367\n",
+      "738.961025186  et  113.827327807\n",
+      "1.0\n",
+      "Game #: 367\n",
+      "0.39601  et  0.19701\n",
+      "2.0\n",
+      "Game #: 367\n",
+      "54.0265916229  et  0.0\n",
+      "3.0\n",
+      "Game #: 367\n",
+      "46.0376488454  et  0.49601\n",
+      "4.0\n",
+      "Game #: 367\n",
+      "1.572199301  et  0.199\n",
+      "5.0\n",
+      "Game #: 367\n",
+      "0.7880599  et  0.3920499\n",
+      "6.0\n",
+      "Game #: 367\n",
+      "158.630361954  et  0.6890599\n",
+      "7.0\n",
+      "Game #: 367\n",
+      "0.6880599  et  0.59501\n",
+      "8.0\n",
+      "Game #: 367\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 367\n",
+      "0.199  et  1.375189301\n",
+      "-8.0\n",
+      "Game #: 367\n",
+      "1.172268802  et  1.65456611398\n",
+      "0.0\n",
+      "Game #: 367\n",
+      "0.39402  et  0.4900798\n",
+      "-8.0\n",
+      "Game #: 367\n",
+      "2.14161670899  et  8.66668316088\n",
+      "0.0\n",
+      "Game #: 367\n",
+      "2.53565660899  et  9.10335299536\n",
+      "-8.0\n",
+      "Game #: 367\n",
+      "0.299  et  4.00097531099\n",
+      "0.0\n",
+      "Game #: 367\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 367\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 367\n",
+      "0.39402  et  0.1\n",
+      "6.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 367\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 367\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 367\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 367\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 367\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 367\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 367\n",
+      "1.568239201  et  0.0\n",
+      "2.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 367\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 367\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 367\n",
+      "0.4910598  et  0.29602\n",
+      "4.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 367\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 367\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 367\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 367\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 367\n",
+      "1.1781198  et  0.299\n",
+      "5.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 367\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 367\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 368\n",
+      "309.00126555  et  0.0\n",
+      "0.0\n",
+      "Game #: 368\n",
+      "9.72719006987  et  0.0\n",
+      "1.0\n",
+      "Game #: 368\n",
+      "1.94661601398  et  0.5900798\n",
+      "2.0\n",
+      "Game #: 368\n",
+      "5.40714948825  et  1.65651671198\n",
+      "3.0\n",
+      "Game #: 368\n",
+      "4.85682725089  et  0.199\n",
+      "4.0\n",
+      "Game #: 368\n",
+      "0.39601  et  0.0\n",
+      "5.0\n",
+      "Game #: 368\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 368\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 368\n",
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+      "1.0\n",
+      "Game #: 368\n",
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+      "2.0\n",
+      "Game #: 368\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 368\n",
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+      "4.0\n",
+      "Game #: 368\n",
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+      "5.0\n",
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+      "-8.0\n",
+      "Game #: 368\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 368\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 368\n",
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+      "0.0\n",
+      "Game #: 368\n",
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+      "-8.0\n",
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+      "0.39501  et  3.12871620999\n",
+      "-8.0\n",
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+      "Game #: 368\n",
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+      "-8.0\n",
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+      "-8.0\n",
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+      "3.0\n",
+      "Game #: 368\n",
+      "1.560358602  et  0.1\n",
+      "4.0\n",
+      "Game #: 368\n",
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+      "5.0\n",
+      "Game #: 368\n",
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+      "1.0\n",
+      "Game #: 368\n",
+      "0.981149401  et  0.29701\n",
+      "2.0\n",
+      "Game #: 368\n",
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+      "3.0\n",
+      "Game #: 368\n",
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+      "4.0\n",
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+      "Game #: 368\n",
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+      "6.0\n",
+      "Game #: 368\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 368\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 368\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 368\n",
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+      "-8.0\n",
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+      "1.0\n",
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+      "-8.0\n",
+      "Game #: 368\n",
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+      "Game #: 368\n",
+      "0.49601  et  0.4910499\n",
+      "1.0\n",
+      "Game #: 368\n",
+      "0.39601  et  0.1\n",
+      "2.0\n",
+      "Game #: 368\n",
+      "1.176189301  et  0.199\n",
+      "3.0\n",
+      "Game #: 368\n",
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+      "4.0\n",
+      "Game #: 368\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 368\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 368\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 368\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 368\n",
+      "0.198  et  0.1\n",
+      "9.0\n",
+      "Game #: 368\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 368\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 368\n",
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+      "10.0\n",
+      "Game #: 368\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 369\n",
+      "630.419887814  et  0.0\n",
+      "1.0\n",
+      "Game #: 369\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 369\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 369\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 369\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 369\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 369\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 369\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 369\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 369\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 369\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 369\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 369\n",
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+      "2.0\n",
+      "Game #: 369\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 369\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 369\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 369\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 369\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 369\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 369\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 369\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 369\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 369\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 369\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 369\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 369\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 369\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 369\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 369\n",
+      "0.6910499  et  0.199\n",
+      "-4.0\n",
+      "Game #: 369\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 369\n",
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+      "-2.0\n",
+      "Game #: 369\n",
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+      "-1.0\n",
+      "Game #: 369\n",
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+      "0.0\n",
+      "Game #: 369\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 369\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 369\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 369\n",
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+      "1.0\n",
+      "Game #: 369\n",
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+      "2.0\n",
+      "Game #: 369\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 369\n",
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+      "4.0\n",
+      "Game #: 369\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 369\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 369\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 369\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 369\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 369\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 369\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 369\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 369\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 369\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 369\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 369\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 369\n",
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+      "Game #: 369\n",
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+      "10.0\n",
+      "Game #: 369\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 369\n",
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+      "10.0\n",
+      "Game #: 369\n",
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+      "Game #: 370\n",
+      "154.529704251  et  0.0\n",
+      "1.0\n",
+      "Game #: 370\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 370\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 370\n",
+      "0.7880599  et  0.0\n",
+      "4.0\n",
+      "Game #: 370\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 370\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 370\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "7.0\n",
+      "Game #: 370\n",
+      "0.5910499  et  0.199\n",
+      "8.0\n",
+      "Game #: 370\n",
+      "random action =  1\n",
+      "-8.0\n",
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+      "Game #: 370\n",
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+      "Game #: 370\n",
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+      "1.0\n",
+      "Game #: 370\n",
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+      "Game #: 370\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 370\n",
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+      "0.29601  et  0.199\n",
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+      "Game #: 370\n",
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+      "4.0\n",
+      "Game #: 370\n",
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+      "Game #: 370\n",
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+      "Game #: 370\n",
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+      "Game #: 370\n",
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+      "Game #: 370\n",
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+      "9.0\n",
+      "Game #: 370\n",
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+      "Game #: 370\n",
+      "0.0  et  -5.0\n",
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+      "Game #: 370\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 370\n",
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+      "Game #: 370\n",
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+      "1.0\n",
+      "Game #: 370\n",
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+      "2.0\n",
+      "Game #: 370\n",
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+      "3.0\n",
+      "Game #: 370\n",
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+      "-8.0\n",
+      "Game #: 370\n",
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+      "Game #: 370\n",
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+      "1.0\n",
+      "Game #: 370\n",
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+      "2.0\n",
+      "Game #: 370\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 370\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 370\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 370\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 370\n",
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+      "Game #: 370\n",
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+      "Game #: 370\n",
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+      "3.0\n",
+      "Game #: 370\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 370\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 370\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 370\n",
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+      "Game #: 370\n",
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+      "Game #: 370\n",
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+      "Game #: 370\n",
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+      "-5.0  et  0.0\n",
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+      "Game #: 370\n",
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+      "Game #: 370\n",
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+      "Game #: 371\n",
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+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 371\n",
+      "9.40460342708  et  31.3580968481\n",
+      "-8.0\n",
+      "Game #: 371\n",
+      "1.568258902  et  2.14759631298\n",
+      "0.0\n",
+      "Game #: 371\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 371\n",
+      "2.33273610999  et  0.199\n",
+      "2.0\n",
+      "Game #: 371\n",
+      "2.72486481598  et  0.49402\n",
+      "3.0\n",
+      "Game #: 371\n",
+      "1.74960601398  et  0.4900798\n",
+      "4.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 371\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 371\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 371\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 371\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 371\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 371\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 371\n",
+      "0.199  et  0.1\n",
+      "-7.0\n",
+      "Game #: 371\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 371\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 371\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 371\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 371\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 371\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 371\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 371\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 371\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 372\n",
+      "15.149  et  0.0\n",
+      "1.0\n",
+      "Game #: 372\n",
+      "2.356299101  et  0.0\n",
+      "2.0\n",
+      "Game #: 372\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 372\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 372\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 372\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 372\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 372\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 372\n",
+      "0.39601  et  0.4920499\n",
+      "0.0\n",
+      "Game #: 372\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 372\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 372\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 372\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 372\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 372\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 372\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 372\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 372\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 372\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 372\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 372\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 372\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 372\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 372\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 372\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 372\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 373\n",
+      "35.14651  et  0.0\n",
+      "1.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 373\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 373\n",
+      "1.568239201  et  0.0\n",
+      "6.0\n",
+      "Game #: 373\n",
+      "2.344458402  et  0.299\n",
+      "7.0\n",
+      "Game #: 373\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 373\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 373\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 373\n",
+      "-24.8  et  -5.0\n",
+      "-8.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 373\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 373\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 373\n",
+      "0.298  et  0.1\n",
+      "-7.0\n",
+      "Game #: 373\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 373\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 373\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 373\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 373\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 373\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 373\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 373\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 373\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 373\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 374\n",
+      "182.472308058  et  10.149\n",
+      "1.0\n",
+      "Game #: 374\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 374\n",
+      "0.7880599  et  0.0\n",
+      "3.0\n",
+      "Game #: 374\n",
+      "0.59302  et  0.1\n",
+      "4.0\n",
+      "Game #: 374\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 374\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 374\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 374\n",
+      "0.198  et  0.1\n",
+      "8.0\n",
+      "Game #: 374\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 374\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 374\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 374\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 374\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 374\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 374\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 374\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 374\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 374\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 374\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 375\n",
+      "35.14651  et  0.0\n",
+      "1.0\n",
+      "Game #: 375\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 375\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 375\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 375\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 375\n",
+      "0.39601  et  0.0\n",
+      "6.0\n",
+      "Game #: 375\n",
+      "0.39601  et  0.0\n",
+      "7.0\n",
+      "Game #: 375\n",
+      "1.568239201  et  0.0\n",
+      "8.0\n",
+      "Game #: 375\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 375\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 375\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 375\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 375\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 375\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 375\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 375\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 375\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 375\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 375\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 375\n",
+      "-4.802  et  0.1\n",
+      "-8.0\n",
+      "Game #: 375\n",
+      "0.0  et  -4.9\n",
+      "-8.0\n",
+      "Game #: 375\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 375\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 375\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 375\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 375\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 375\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 375\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 375\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 375\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 375\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 375\n",
+      "0.299  et  0.0\n",
+      "0.0\n",
+      "Game #: 375\n",
+      "0.198  et  0.1\n",
+      "1.0\n",
+      "Game #: 375\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 375\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 375\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 375\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 375\n",
+      "0.7860699  et  1.077209201\n",
+      "-8.0\n",
+      "Game #: 375\n",
+      "0.0  et  0.69501\n",
+      "0.0\n",
+      "Game #: 375\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 375\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 375\n",
+      "1.2781198  et  1.564338602\n",
+      "-8.0\n",
+      "Game #: 375\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 375\n",
+      "0.199  et  0.1\n",
+      "-7.0\n",
+      "Game #: 375\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 375\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 375\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 375\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 375\n",
+      "0.39501  et  0.299\n",
+      "3.0\n",
+      "Game #: 375\n",
+      "1.3771198  et  0.299\n",
+      "4.0\n",
+      "Game #: 375\n",
+      "0.7880599  et  0.0\n",
+      "5.0\n",
+      "Game #: 375\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 375\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 375\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 375\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 375\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 375\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 375\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 375\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 375\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 375\n",
+      "1.572199301  et  0.199\n",
+      "4.0\n",
+      "Game #: 375\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 376\n",
+      "15.249  et  0.0\n",
+      "-4.0\n",
+      "Game #: 376\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 376\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 376\n",
+      "1.0870599  et  0.1\n",
+      "-1.0\n",
+      "Game #: 376\n",
+      "0.49601  et  0.1\n",
+      "0.0\n",
+      "Game #: 376\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 376\n",
+      "0.69501  et  3.037478402\n",
+      "0.0\n",
+      "Game #: 376\n",
+      "0.199  et  0.39402\n",
+      "-8.0\n",
+      "Game #: 376\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 376\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 376\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 376\n",
+      "1.95839780699  et  2.53185372892\n",
+      "-8.0\n",
+      "Game #: 376\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 376\n",
+      "0.39601  et  0.4920499\n",
+      "-8.0\n",
+      "Game #: 376\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 376\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 376\n",
+      "0.59501  et  0.0\n",
+      "2.0\n",
+      "Game #: 376\n",
+      "0.7840998  et  0.1\n",
+      "3.0\n",
+      "Game #: 376\n",
+      "2.62498243491  et  1.46342740799\n",
+      "4.0\n",
+      "Game #: 376\n",
+      "0.59501  et  0.0\n",
+      "5.0\n",
+      "Game #: 376\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 376\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 376\n",
+      "1.372238902  et  1.0850898\n",
+      "8.0\n",
+      "Game #: 376\n",
+      "0.39601  et  0.19701\n",
+      "9.0\n",
+      "Game #: 376\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 376\n",
+      "0.39601  et  0.0\n",
+      "10.0\n",
+      "Game #: 376\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 376\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 376\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 376\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 376\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 376\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 376\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 376\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 376\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 376\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 376\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 376\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 376\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 376\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 377\n",
+      "292.84405755  et  0.0\n",
+      "1.0\n",
+      "Game #: 377\n",
+      "12.5576642792  et  0.19701\n",
+      "2.0\n",
+      "Game #: 377\n",
+      "28.8986078255  et  0.0\n",
+      "3.0\n",
+      "Game #: 377\n",
+      "19.164058339  et  0.0\n",
+      "4.0\n",
+      "Game #: 377\n",
+      "3.50120163591  et  0.5930399\n",
+      "5.0\n",
+      "Game #: 377\n",
+      "1.74960601398  et  0.4900798\n",
+      "6.0\n",
+      "Game #: 377\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 377\n",
+      "1.45852621398  et  1.075258802\n",
+      "8.0\n",
+      "Game #: 377\n",
+      "0.5900598  et  0.39602\n",
+      "9.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 377\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 377\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 377\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 377\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 377\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 377\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 377\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 377\n",
+      "0.298  et  0.1\n",
+      "-2.0\n",
+      "Game #: 377\n",
+      "0.298  et  0.1\n",
+      "-1.0\n",
+      "Game #: 377\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 377\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 377\n",
+      "0.39501  et  0.299\n",
+      "2.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 377\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 377\n",
+      "0.7840998  et  0.1\n",
+      "6.0\n",
+      "Game #: 377\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 377\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 377\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 377\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 377\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 377\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 378\n",
+      "80.334654351  et  40.1910549\n",
+      "-1.0\n",
+      "Game #: 378\n",
+      "0.8880599  et  0.3920499\n",
+      "0.0\n",
+      "Game #: 378\n",
+      "5.05775774989  et  0.6890599\n",
+      "1.0\n",
+      "Game #: 378\n",
+      "6.92861477596  et  0.4900798\n",
+      "2.0\n",
+      "Game #: 378\n",
+      "24.8661652727  et  0.1\n",
+      "3.0\n",
+      "Game #: 378\n",
+      "42.8553638228  et  0.39602\n",
+      "4.0\n",
+      "Game #: 378\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 378\n",
+      "50.5097856129  et  0.0\n",
+      "6.0\n",
+      "Game #: 378\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 378\n",
+      "1.564279101  et  0.299\n",
+      "8.0\n",
+      "Game #: 378\n",
+      "6.21038405988  et  0.1\n",
+      "9.0\n",
+      "Game #: 378\n",
+      "9.26907622927  et  0.199\n",
+      "10.0\n",
+      "Game #: 378\n",
+      "0.879199002  et  0.4900798\n",
+      "10.0\n",
+      "Game #: 378\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 378\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 378\n",
+      "0.7880599  et  0.0\n",
+      "10.0\n",
+      "Game #: 378\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 378\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 378\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 378\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 378\n",
+      "0.29601  et  0.199\n",
+      "10.0\n",
+      "Game #: 378\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 379\n",
+      "75.3375649  et  0.0\n",
+      "1.0\n",
+      "Game #: 379\n",
+      "0.59501  et  0.099\n",
+      "2.0\n",
+      "Game #: 379\n",
+      "0.29701  et  0.199\n",
+      "3.0\n",
+      "Game #: 379\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 379\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 379\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 379\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 379\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 379\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 379\n",
+      "0.1  et  0.298\n",
+      "0.0\n",
+      "Game #: 379\n",
+      "0.299  et  0.29601\n",
+      "1.0\n",
+      "Game #: 379\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 379\n",
+      "1.771199301  et  0.199\n",
+      "3.0\n",
+      "Game #: 379\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 379\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 379\n",
+      "0.19701  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 379\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 379\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 379\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 379\n",
+      "0.39601  et  0.0\n",
+      "3.0\n",
+      "Game #: 379\n",
+      "4.45519971955  et  3.31014173591\n",
+      "4.0\n",
+      "Game #: 379\n",
+      "0.7880698  et  0.49502\n",
+      "5.0\n",
+      "Game #: 379\n",
+      "1.178179301  et  0.8880599\n",
+      "6.0\n",
+      "Game #: 379\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 379\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 379\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 379\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 379\n",
+      "0.7880599  et  0.099\n",
+      "10.0\n",
+      "Game #: 379\n",
+      "30.6493313725  et  0.9870599\n",
+      "10.0\n",
+      "Game #: 379\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 379\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 379\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 379\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 379\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 379\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 379\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 379\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 379\n",
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+      "1.0\n",
+      "Game #: 380\n",
+      "24.99751  et  5.1\n",
+      "1.0\n",
+      "Game #: 380\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 380\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 380\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 380\n",
+      "1.3791098  et  0.1\n",
+      "5.0\n",
+      "Game #: 380\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 380\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 380\n",
+      "1.568239201  et  0.0\n",
+      "8.0\n",
+      "Game #: 380\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 380\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 380\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 380\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 380\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 380\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 380\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 380\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 380\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 380\n",
+      "0.198  et  0.1\n",
+      "8.0\n",
+      "Game #: 380\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 380\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 380\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 380\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 380\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 380\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 380\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 380\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 380\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 381\n",
+      "247.081340179  et  64.397594451\n",
+      "-16.0\n",
+      "Game #: 381\n",
+      "0.8880599  et  0.099\n",
+      "-15.0\n",
+      "Game #: 381\n",
+      "0.49601  et  0.1\n",
+      "-14.0\n",
+      "Game #: 381\n",
+      "random action =  0\n",
+      "-13.0\n",
+      "Game #: 381\n",
+      "0.8880599  et  0.0\n",
+      "-12.0\n",
+      "Game #: 381\n",
+      "3.20511361798  et  0.1\n",
+      "-11.0\n",
+      "Game #: 381\n",
+      "0.299  et  0.0\n",
+      "-10.0\n",
+      "Game #: 381\n",
+      "0.299  et  0.0\n",
+      "-9.0\n",
+      "Game #: 381\n",
+      "0.39601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 381\n",
+      "0.299  et  0.0\n",
+      "-7.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 381\n",
+      "0.39601  et  0.0\n",
+      "-2.0\n",
+      "Game #: 381\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 381\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 381\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 381\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 381\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 381\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 381\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 381\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 381\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 381\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 381\n",
+      "1.964249201  et  0.0\n",
+      "-5.0\n",
+      "Game #: 381\n",
+      "0.39601  et  0.0\n",
+      "-4.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 381\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 381\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 381\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 381\n",
+      "0.49601  et  0.0\n",
+      "2.0\n",
+      "Game #: 381\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 381\n",
+      "0.299  et  0.0\n",
+      "4.0\n",
+      "Game #: 381\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 381\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 381\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 381\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 381\n",
+      "0.199  et  0.0\n",
+      "-2.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 381\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 382\n",
+      "15.249  et  0.0\n",
+      "-7.0\n",
+      "Game #: 382\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 382\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 382\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 382\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 382\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 382\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 382\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 382\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 382\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 382\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 382\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 382\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 383\n",
+      "496.691866956  et  64.397594451\n",
+      "1.0\n",
+      "Game #: 383\n",
+      "6.07210511099  et  3.02079600999\n",
+      "2.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 383\n",
+      "3.31979600999  et  0.0\n",
+      "4.0\n",
+      "Game #: 383\n",
+      "0.7840998  et  0.1\n",
+      "5.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 383\n",
+      "0.198  et  0.1\n",
+      "8.0\n",
+      "Game #: 383\n",
+      "0.883139401  et  0.4920499\n",
+      "9.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 383\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 383\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 383\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 383\n",
+      "0.29601  et  0.4920499\n",
+      "-8.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 383\n",
+      "0.099  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 383\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 383\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 383\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 383\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 383\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 383\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 383\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 383\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 383\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 384\n",
+      "1251.97163588  et  0.0\n",
+      "1.0\n",
+      "Game #: 384\n",
+      "0.9870599  et  0.0\n",
+      "2.0\n",
+      "Game #: 384\n",
+      "3.12079600999  et  0.0\n",
+      "3.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 384\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 384\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 384\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 384\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 384\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 384\n",
+      "0.39501  et  0.7900599\n",
+      "0.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 384\n",
+      "0.4910598  et  0.29602\n",
+      "2.0\n",
+      "Game #: 384\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 384\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 384\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 384\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 384\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 384\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 384\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 384\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 384\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 384\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 384\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 384\n",
+      "0.199  et  0.1\n",
+      "0.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 384\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 384\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 384\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 384\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 384\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 384\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 384\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 384\n",
+      "0.5910499  et  0.199\n",
+      "5.0\n",
+      "Game #: 384\n",
+      "0.9820998  et  0.49601\n",
+      "6.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 384\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 384\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 385\n",
+      "74.649505  et  0.0\n",
+      "-7.0\n",
+      "Game #: 385\n",
+      "5.57709511099  et  0.29601\n",
+      "-6.0\n",
+      "Game #: 385\n",
+      "9.39997210977  et  0.1\n",
+      "-5.0\n",
+      "Game #: 385\n",
+      "13.8879434042  et  0.4900798\n",
+      "-4.0\n",
+      "Game #: 385\n",
+      "49.5836688928  et  0.1\n",
+      "-3.0\n",
+      "Game #: 385\n",
+      "6.47817609978  et  0.1\n",
+      "-2.0\n",
+      "Game #: 385\n",
+      "2.82478600999  et  0.49601\n",
+      "-1.0\n",
+      "Game #: 385\n",
+      "0.199  et  0.1\n",
+      "0.0\n",
+      "Game #: 385\n",
+      "0.4910499  et  0.49601\n",
+      "-8.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.9870599\n",
+      "-8.0\n",
+      "Game #: 385\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 385\n",
+      "0.199  et  0.1\n",
+      "-7.0\n",
+      "Game #: 385\n",
+      "1.4830699  et  0.0\n",
+      "-6.0\n",
+      "Game #: 385\n",
+      "0.49601  et  0.0\n",
+      "-5.0\n",
+      "Game #: 385\n",
+      "0.39601  et  0.099\n",
+      "-4.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 385\n",
+      "0.199  et  0.099\n",
+      "0.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 385\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 385\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 385\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 385\n",
+      "0.199  et  0.0\n",
+      "-4.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 385\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 385\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 385\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 385\n",
+      "0.49601  et  0.099\n",
+      "5.0\n",
+      "Game #: 385\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 385\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 385\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 385\n",
+      "0.199  et  0.0\n",
+      "-2.0\n",
+      "Game #: 385\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 385\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 385\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 385\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 385\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 386\n",
+      "34.8505  et  0.0\n",
+      "-7.0\n",
+      "Game #: 386\n",
+      "12.1834891709  et  3.02079600999\n",
+      "-6.0\n",
+      "Game #: 386\n",
+      "15.7163564486  et  0.1\n",
+      "-5.0\n",
+      "Game #: 386\n",
+      "15.0139633802  et  0.0\n",
+      "-4.0\n",
+      "Game #: 386\n",
+      "16.6863649949  et  1.178179301\n",
+      "-3.0\n",
+      "Game #: 386\n",
+      "1.668239201  et  0.3920499\n",
+      "-2.0\n",
+      "Game #: 386\n",
+      "0.5910499  et  0.49601\n",
+      "-1.0\n",
+      "Game #: 386\n",
+      "28.3015744481  et  14.4500675237\n",
+      "0.0\n",
+      "Game #: 386\n",
+      "3.3022804419  et  1.276189301\n",
+      "1.0\n",
+      "Game #: 386\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 386\n",
+      "9.26907622927  et  0.39601\n",
+      "3.0\n",
+      "Game #: 386\n",
+      "3.48171596782  et  0.4900798\n",
+      "4.0\n",
+      "Game #: 386\n",
+      "1.74960601398  et  0.4900798\n",
+      "5.0\n",
+      "Game #: 386\n",
+      "11.729694568  et  7.89983702827\n",
+      "6.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 386\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 386\n",
+      "0.099  et  0.49601\n",
+      "0.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 386\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 386\n",
+      "0.39402  et  0.1\n",
+      "3.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 386\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 386\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 386\n",
+      "0.4910598  et  0.29602\n",
+      "7.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 386\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 386\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 386\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 386\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 386\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 386\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 386\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 386\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 387\n",
+      "153.55251495  et  0.0\n",
+      "1.0\n",
+      "Game #: 387\n",
+      "0.7880599  et  0.0\n",
+      "2.0\n",
+      "Game #: 387\n",
+      "1.574189301  et  0.39601\n",
+      "3.0\n",
+      "Game #: 387\n",
+      "1.1801098  et  0.1\n",
+      "4.0\n",
+      "Game #: 387\n",
+      "3.70217173591  et  1.181149401\n",
+      "5.0\n",
+      "Game #: 387\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 387\n",
+      "1.176189301  et  0.49601\n",
+      "7.0\n",
+      "Game #: 387\n",
+      "1.172268802  et  0.39402\n",
+      "8.0\n",
+      "Game #: 387\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 387\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 387\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 387\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 387\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 387\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 387\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 387\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 387\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 387\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 387\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 388\n",
+      "74.748505  et  0.0\n",
+      "1.0\n",
+      "Game #: 388\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 388\n",
+      "0.39601  et  0.0\n",
+      "3.0\n",
+      "Game #: 388\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 388\n",
+      "1.567268802  et  0.9850998\n",
+      "5.0\n",
+      "Game #: 388\n",
+      "0.7840998  et  0.1\n",
+      "6.0\n",
+      "Game #: 388\n",
+      "18.1428400775  et  9.7159744345\n",
+      "7.0\n",
+      "Game #: 388\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 388\n",
+      "0.5900499  et  0.49601\n",
+      "9.0\n",
+      "Game #: 388\n",
+      "0.7880599  et  0.0\n",
+      "10.0\n",
+      "Game #: 388\n",
+      "0.39501  et  0.299\n",
+      "10.0\n",
+      "Game #: 388\n",
+      "1.26540730998  et  0.782169202\n",
+      "10.0\n",
+      "Game #: 388\n",
+      "0.29601  et  0.199\n",
+      "10.0\n",
+      "Game #: 388\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 388\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 388\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 388\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 388\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 388\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 389\n",
+      "5.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 389\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 389\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 389\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 389\n",
+      "1.75843740799  et  0.980179301\n",
+      "5.0\n",
+      "Game #: 389\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 389\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 389\n",
+      "0.39402  et  0.1\n",
+      "8.0\n",
+      "Game #: 389\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 389\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 389\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 389\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.0  et  0.1\n",
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+      "Game #: 389\n",
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+      "1.0\n",
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+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 389\n",
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+      "Game #: 389\n",
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+      "0.099  et  0.1\n",
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+      "Game #: 389\n",
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+      "Game #: 389\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 389\n",
+      "random action =  1\n",
+      "-8.0\n",
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+      "Game #: 389\n",
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+      "Game #: 389\n",
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+      "2.0\n",
+      "Game #: 389\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 389\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 389\n",
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+      "5.0\n",
+      "Game #: 389\n",
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+      "-4.901  et  0.1\n",
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+      "-8.0\n",
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+      "Game #: 389\n",
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+      "-8.0\n",
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+      "Game #: 389\n",
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+      "Game #: 389\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 389\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 389\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 389\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
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+      "Game #: 389\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 389\n",
+      "random action =  0\n",
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+      "-7.0\n",
+      "Game #: 389\n",
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+      "-6.0\n",
+      "Game #: 389\n",
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+      "-5.0\n",
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+      "0.199  et  0.1\n",
+      "-4.0\n",
+      "Game #: 389\n",
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+      "-3.0\n",
+      "Game #: 389\n",
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+      "-2.0\n",
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+      "-1.0\n",
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+      "Game #: 389\n",
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+      "2.0\n",
+      "Game #: 389\n",
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+      "3.0\n",
+      "Game #: 389\n",
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+      "4.0\n",
+      "Game #: 389\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 389\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 389\n",
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+      "Game #: 389\n",
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+      "-8.0\n",
+      "Game #: 390\n",
+      "993.516815243  et  64.397594451\n",
+      "-8.0\n",
+      "Game #: 390\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 390\n",
+      "0.39601  et  0.5920499\n",
+      "0.0\n",
+      "Game #: 390\n",
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+      "Game #: 390\n",
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+      "2.0\n",
+      "Game #: 390\n",
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+      "3.0\n",
+      "Game #: 390\n",
+      "0.29701  et  0.199\n",
+      "4.0\n",
+      "Game #: 390\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 390\n",
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+      "-8.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.1\n",
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+      "Game #: 390\n",
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+      "Game #: 390\n",
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+      "1.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 390\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 390\n",
+      "random action =  1\n",
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+      "1.0\n",
+      "Game #: 390\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 390\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 390\n",
+      "0.59501  et  0.6890599\n",
+      "0.0\n",
+      "Game #: 390\n",
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+      "1.0\n",
+      "Game #: 390\n",
+      "0.4930399  et  0.29701\n",
+      "2.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 390\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 390\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 390\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 390\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 390\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 390\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 390\n",
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+      "Game #: 390\n",
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+      "-8.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 390\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 390\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 390\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 390\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 391\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 391\n",
+      "4.78903521099  et  0.0\n",
+      "-5.0\n",
+      "Game #: 391\n",
+      "26.0768118155  et  0.0\n",
+      "-4.0\n",
+      "Game #: 391\n",
+      "38.2364760947  et  0.0\n",
+      "-3.0\n",
+      "Game #: 391\n",
+      "1.668239201  et  0.1\n",
+      "-2.0\n",
+      "Game #: 391\n",
+      "3.58171596782  et  0.4900798\n",
+      "-1.0\n",
+      "Game #: 391\n",
+      "0.298  et  0.1\n",
+      "0.0\n",
+      "Game #: 391\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 391\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 391\n",
+      "5.2372125808  et  2.060348602\n",
+      "3.0\n",
+      "Game #: 391\n",
+      "1.56043740799  et  1.375189301\n",
+      "4.0\n",
+      "Game #: 391\n",
+      "0.39402  et  0.1\n",
+      "5.0\n",
+      "Game #: 391\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 391\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 391\n",
+      "0.5910499  et  0.49601\n",
+      "-7.0\n",
+      "Game #: 391\n",
+      "0.49601  et  0.19701\n",
+      "-6.0\n",
+      "Game #: 391\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 391\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 391\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 391\n",
+      "0.199  et  0.29701\n",
+      "-8.0\n",
+      "Game #: 391\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 391\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 391\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 391\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 391\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 391\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 391\n",
+      "1.1781198  et  1.465338602\n",
+      "-8.0\n",
+      "Game #: 391\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 391\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 391\n",
+      "0.7900499  et  0.199\n",
+      "2.0\n",
+      "Game #: 391\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 391\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 391\n",
+      "0.59202  et  0.8850998\n",
+      "-8.0\n",
+      "Game #: 391\n",
+      "0.099  et  0.69501\n",
+      "0.0\n",
+      "Game #: 391\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 391\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 391\n",
+      "0.39402  et  0.1\n",
+      "3.0\n",
+      "Game #: 391\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 391\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 391\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 391\n",
+      "0.39402  et  0.1\n",
+      "7.0\n",
+      "Game #: 391\n",
+      "2.82681501598  et  1.564338602\n",
+      "8.0\n",
+      "Game #: 391\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 391\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 391\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 391\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 391\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 391\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 391\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 391\n",
+      "0.299  et  0.0\n",
+      "-6.0\n",
+      "Game #: 391\n",
+      "0.299  et  0.0\n",
+      "-5.0\n",
+      "Game #: 391\n",
+      "0.299  et  0.0\n",
+      "-4.0\n",
+      "Game #: 391\n",
+      "0.299  et  0.0\n",
+      "-3.0\n",
+      "Game #: 391\n",
+      "0.299  et  0.0\n",
+      "-2.0\n",
+      "Game #: 391\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 391\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 391\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 391\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 391\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 391\n",
+      "0.0  et  0.199\n",
+      "0.0\n",
+      "Game #: 391\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 391\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 391\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 391\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 391\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 391\n",
+      "2.99  et  0.0\n",
+      "6.0\n",
+      "Game #: 391\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 391\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 391\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 392\n",
+      "2504.66142367  et  0.0\n",
+      "0.0\n",
+      "Game #: 392\n",
+      "89.2137486166  et  0.0\n",
+      "1.0\n",
+      "Game #: 392\n",
+      "52.0623424219  et  0.1\n",
+      "2.0\n",
+      "Game #: 392\n",
+      "29.8777871265  et  0.0\n",
+      "3.0\n",
+      "Game #: 392\n",
+      "3.31979600999  et  0.1\n",
+      "4.0\n",
+      "Game #: 392\n",
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+      "5.0\n",
+      "Game #: 392\n",
+      "1.1781198  et  0.299\n",
+      "6.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 392\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 392\n",
+      "0.29601  et  0.199\n",
+      "9.0\n",
+      "Game #: 392\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 392\n",
+      "5.22470504547  et  2.9132205419\n",
+      "2.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 392\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 392\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.69501\n",
+      "0.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 392\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 392\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 392\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 392\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 392\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 392\n",
+      "0.39601  et  0.0\n",
+      "7.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 392\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 392\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 392\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 392\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 392\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 392\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 392\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 393\n",
+      "2496.5235554  et  0.0\n",
+      "-3.0\n",
+      "Game #: 393\n",
+      "2.064249201  et  0.0\n",
+      "-2.0\n",
+      "Game #: 393\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 393\n",
+      "3.22079600999  et  0.0\n",
+      "0.0\n",
+      "Game #: 393\n",
+      "0.39402  et  0.1\n",
+      "1.0\n",
+      "Game #: 393\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 393\n",
+      "0.7840998  et  0.1\n",
+      "3.0\n",
+      "Game #: 393\n",
+      "0.39402  et  0.1\n",
+      "4.0\n",
+      "Game #: 393\n",
+      "0.59302  et  0.1\n",
+      "5.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 393\n",
+      "0.977209002  et  0.29602\n",
+      "7.0\n",
+      "Game #: 393\n",
+      "0.6880599  et  0.69501\n",
+      "-8.0\n",
+      "Game #: 393\n",
+      "0.1  et  0.49601\n",
+      "0.0\n",
+      "Game #: 393\n",
+      "0.199  et  0.39402\n",
+      "-8.0\n",
+      "Game #: 393\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 393\n",
+      "0.1  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 393\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 393\n",
+      "0.39601  et  0.0\n",
+      "4.0\n",
+      "Game #: 393\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 393\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 393\n",
+      "0.39601  et  0.1\n",
+      "4.0\n",
+      "Game #: 393\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 393\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 393\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 393\n",
+      "0.4930399  et  0.29701\n",
+      "2.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 393\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 393\n",
+      "0.6880599  et  0.59501\n",
+      "8.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 393\n",
+      "0.9870599  et  0.0\n",
+      "10.0\n",
+      "Game #: 393\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 393\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 393\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 393\n",
+      "0.29601  et  0.199\n",
+      "5.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 393\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 393\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 393\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 394\n",
+      "15.249  et  0.0\n",
+      "-6.0\n",
+      "Game #: 394\n",
+      "0.299  et  0.0\n",
+      "-5.0\n",
+      "Game #: 394\n",
+      "3.97971596782  et  2.04076501598\n",
+      "-4.0\n",
+      "Game #: 394\n",
+      "12.6576642792  et  0.0\n",
+      "-3.0\n",
+      "Game #: 394\n",
+      "3.58567606782  et  1.84375501598\n",
+      "-2.0\n",
+      "Game #: 394\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 394\n",
+      "2.444458402  et  0.299\n",
+      "0.0\n",
+      "Game #: 394\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 394\n",
+      "13.849738286  et  0.4920499\n",
+      "2.0\n",
+      "Game #: 394\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 394\n",
+      "1.56043740799  et  3.02002233491\n",
+      "0.0\n",
+      "Game #: 394\n",
+      "1.26540730998  et  2.03492243888\n",
+      "-8.0\n",
+      "Game #: 394\n",
+      "1.74960601398  et  2.32218975384\n",
+      "0.0\n",
+      "Game #: 394\n",
+      "1.568239201  et  1.74956680899\n",
+      "-8.0\n",
+      "Game #: 394\n",
+      "0.199  et  0.6910499\n",
+      "0.0\n",
+      "Game #: 394\n",
+      "0.49601  et  0.6880599\n",
+      "-8.0\n",
+      "Game #: 394\n",
+      "0.1  et  0.298\n",
+      "0.0\n",
+      "Game #: 394\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 394\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 394\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 394\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 394\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 394\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 394\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 394\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 394\n",
+      "0.099  et  0.49601\n",
+      "0.0\n",
+      "Game #: 394\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 394\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 394\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 394\n",
+      "0.39601  et  0.0\n",
+      "4.0\n",
+      "Game #: 394\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 394\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 394\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 394\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 394\n",
+      "0.39601  et  0.299\n",
+      "-6.0\n",
+      "Game #: 394\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 394\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 394\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 394\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 394\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 394\n",
+      "0.199  et  0.1\n",
+      "0.0\n",
+      "Game #: 394\n",
+      "5.6253618818  et  1.564338602\n",
+      "1.0\n",
+      "Game #: 394\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 394\n",
+      "0.978199002  et  0.7880798\n",
+      "3.0\n",
+      "Game #: 394\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 394\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 394\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 394\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 394\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 394\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 394\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 394\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 394\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 394\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 394\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 394\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 394\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 394\n",
+      "0.39402  et  0.1\n",
+      "4.0\n",
+      "Game #: 394\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 394\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 394\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 394\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 395\n",
+      "54.8450449  et  5.1\n",
+      "-7.0\n",
+      "Game #: 395\n",
+      "3.22079600999  et  0.0\n",
+      "-6.0\n",
+      "Game #: 395\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 395\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 395\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 395\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 395\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 395\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 395\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 395\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 395\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 395\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 395\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 395\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 395\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 395\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 395\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 395\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 395\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 395\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 395\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 395\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 395\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 395\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 395\n",
+      "0.199  et  0.0\n",
+      "8.0\n",
+      "Game #: 395\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 395\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 395\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 395\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 395\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 395\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 395\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 395\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 395\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 395\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 395\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 395\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 395\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 396\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 396\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 396\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 396\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 396\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 396\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 396\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 396\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 396\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 396\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 396\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 396\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 396\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 396\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 396\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 396\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 396\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 396\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 396\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 396\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 396\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 396\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 396\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 396\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 396\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 396\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 396\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 396\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 396\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 396\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 396\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 396\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 396\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 396\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 396\n",
+      "0.8880599  et  0.299\n",
+      "-7.0\n",
+      "Game #: 396\n",
+      "0.299  et  0.0\n",
+      "-6.0\n",
+      "Game #: 396\n",
+      "0.299  et  0.0\n",
+      "-5.0\n",
+      "Game #: 396\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 396\n",
+      "0.299  et  0.0\n",
+      "-3.0\n",
+      "Game #: 396\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 396\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 396\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 396\n",
+      "0.59302  et  0.1\n",
+      "1.0\n",
+      "Game #: 396\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 396\n",
+      "0.29701  et  0.199\n",
+      "3.0\n",
+      "Game #: 396\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 396\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 396\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 396\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 396\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 396\n",
+      "0.198  et  0.1\n",
+      "9.0\n",
+      "Game #: 396\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 396\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 396\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 396\n",
+      "0.29601  et  1.1840699\n",
+      "-8.0\n",
+      "Game #: 396\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 396\n",
+      "0.39601  et  0.299\n",
+      "-7.0\n",
+      "Game #: 396\n",
+      "2.444458402  et  0.299\n",
+      "-6.0\n",
+      "Game #: 396\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 396\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 396\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 396\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 397\n",
+      "1240.1089816  et  0.0\n",
+      "-11.0\n",
+      "Game #: 397\n",
+      "24.34514345  et  3.02079600999\n",
+      "-10.0\n",
+      "Game #: 397\n",
+      "103.70406142  et  0.1\n",
+      "-9.0\n",
+      "Game #: 397\n",
+      "2.448418502  et  0.1\n",
+      "-8.0\n",
+      "Game #: 397\n",
+      "24.8927419155  et  0.0\n",
+      "-7.0\n",
+      "Game #: 397\n",
+      "2.73374541498  et  1.367308702\n",
+      "-6.0\n",
+      "Game #: 397\n",
+      "4.40486590999  et  0.0\n",
+      "-5.0\n",
+      "Game #: 397\n",
+      "2.259328702  et  0.298\n",
+      "-4.0\n",
+      "Game #: 397\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 397\n",
+      "0.39601  et  0.299\n",
+      "-2.0\n",
+      "Game #: 397\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 397\n",
+      "0.8870599  et  0.69501\n",
+      "0.0\n",
+      "Game #: 397\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 397\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 397\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 397\n",
+      "0.199  et  0.6910499\n",
+      "0.0\n",
+      "Game #: 397\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 397\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 397\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 397\n",
+      "8.76700388166  et  6.38628997239\n",
+      "-6.0\n",
+      "Game #: 397\n",
+      "0.8880599  et  0.0\n",
+      "-5.0\n",
+      "Game #: 397\n",
+      "1.46635790699  et  0.883139401\n",
+      "-4.0\n",
+      "Game #: 397\n",
+      "0.199  et  0.1\n",
+      "-3.0\n",
+      "Game #: 397\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 397\n",
+      "1.2840699  et  0.0\n",
+      "-1.0\n",
+      "Game #: 397\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 397\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 397\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 397\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 397\n",
+      "1.771199301  et  0.199\n",
+      "4.0\n",
+      "Game #: 397\n",
+      "0.4910499  et  0.49601\n",
+      "-8.0\n",
+      "Game #: 397\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 397\n",
+      "0.49402  et  0.5890798\n",
+      "-8.0\n",
+      "Game #: 397\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 397\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 397\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 397\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 397\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 397\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 397\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 397\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 397\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 397\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 397\n",
+      "0.299  et  0.0\n",
+      "2.0\n",
+      "Game #: 397\n",
+      "0.69501  et  0.0\n",
+      "3.0\n",
+      "Game #: 397\n",
+      "0.69501  et  0.0\n",
+      "4.0\n",
+      "Game #: 397\n",
+      "0.299  et  0.0\n",
+      "5.0\n",
+      "Game #: 397\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 397\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 397\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 397\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 397\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 397\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 397\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 397\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 397\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 397\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 397\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 397\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 397\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 397\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 397\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 398\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 398\n",
+      "6.31038405988  et  7.79983702827\n",
+      "-8.0\n",
+      "Game #: 398\n",
+      "0.299  et  0.39601\n",
+      "0.0\n",
+      "Game #: 398\n",
+      "0.299  et  0.7880599\n",
+      "-8.0\n",
+      "Game #: 398\n",
+      "1.4830699  et  1.568239201\n",
+      "0.0\n",
+      "Game #: 398\n",
+      "0.299  et  0.29601\n",
+      "1.0\n",
+      "Game #: 398\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 398\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 398\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 398\n",
+      "0.299  et  0.39601\n",
+      "0.0\n",
+      "Game #: 398\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 398\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 398\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 398\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 398\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 398\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 398\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 398\n",
+      "0.199  et  0.099\n",
+      "-3.0\n",
+      "Game #: 398\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 398\n",
+      "0.199  et  0.0\n",
+      "-1.0\n",
+      "Game #: 398\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 398\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 398\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 398\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 398\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 398\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 398\n",
+      "0.299  et  0.29601\n",
+      "-8.0\n",
+      "Game #: 398\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 398\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 398\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 398\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 398\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 398\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 398\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 398\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 398\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 398\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 398\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 398\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 398\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 398\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 398\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 398\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 398\n",
+      "0.299  et  0.0\n",
+      "9.0\n",
+      "Game #: 398\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 398\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 398\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 398\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 398\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 398\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 398\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 398\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 398\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 398\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 398\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 398\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 398\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 398\n",
+      "0.198  et  0.1\n",
+      "8.0\n",
+      "Game #: 398\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 398\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 398\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 398\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 399\n",
+      "0.0  et  5.1\n",
+      "0.0\n",
+      "Game #: 399\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 399\n",
+      "0.7900499  et  0.199\n",
+      "2.0\n",
+      "Game #: 399\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 399\n",
+      "0.199  et  0.099\n",
+      "4.0\n",
+      "Game #: 399\n",
+      "1.081149401  et  0.5910499\n",
+      "5.0\n",
+      "Game #: 399\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 399\n",
+      "0.9870599  et  1.177189301\n",
+      "0.0\n",
+      "Game #: 399\n",
+      "0.7880599  et  1.079179301\n",
+      "-8.0\n",
+      "Game #: 399\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 399\n",
+      "0.5930399  et  0.884119501\n",
+      "-8.0\n",
+      "Game #: 399\n",
+      "2.456299101  et  2.43173610999\n",
+      "-8.0\n",
+      "Game #: 399\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 399\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 399\n",
+      "0.7880599  et  0.0\n",
+      "-5.0\n",
+      "Game #: 399\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 399\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 399\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 399\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 399\n",
+      "0.39601  et  0.0\n",
+      "0.0\n",
+      "Game #: 399\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 399\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 399\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 399\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 399\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 399\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 399\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 399\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 399\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 399\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 399\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 399\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 399\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 399\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 399\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 399\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 399\n",
+      "0.299  et  0.0\n",
+      "7.0\n",
+      "Game #: 399\n",
+      "0.299  et  0.099\n",
+      "8.0\n",
+      "Game #: 399\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 399\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 399\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 399\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 399\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 399\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 399\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 399\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 399\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 399\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 399\n",
+      "4.10785590999  et  0.099\n",
+      "10.0\n",
+      "Game #: 399\n",
+      "0.5910499  et  0.199\n",
+      "10.0\n",
+      "Game #: 399\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 399\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 399\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 399\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 399\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 399\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 399\n",
+      "0.39601  et  0.6910499\n",
+      "-8.0\n",
+      "Game #: 399\n",
+      "2.444458402  et  2.81901381798\n",
+      "0.0\n",
+      "Game #: 399\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 399\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 399\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 399\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 400\n",
+      "4989.37623311  et  0.0\n",
+      "-16.0\n",
+      "Game #: 400\n",
+      "28.9986078255  et  0.0\n",
+      "-15.0\n",
+      "Game #: 400\n",
+      "2.263249201  et  0.1\n",
+      "-14.0\n",
+      "Game #: 400\n",
+      "2.263249201  et  0.1\n",
+      "-13.0\n",
+      "Game #: 400\n",
+      "0.69501  et  0.0\n",
+      "-12.0\n",
+      "Game #: 400\n",
+      "0.69501  et  0.0\n",
+      "-11.0\n",
+      "Game #: 400\n",
+      "5.18504521099  et  0.0\n",
+      "-10.0\n",
+      "Game #: 400\n",
+      "2.25247730799  et  1.177189301\n",
+      "-9.0\n",
+      "Game #: 400\n",
+      "0.69501  et  0.0\n",
+      "-8.0\n",
+      "Game #: 400\n",
+      "0.883139401  et  0.4920499\n",
+      "-7.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 400\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 400\n",
+      "0.299  et  0.0\n",
+      "2.0\n",
+      "Game #: 400\n",
+      "0.299  et  0.0\n",
+      "3.0\n",
+      "Game #: 400\n",
+      "0.299  et  0.0\n",
+      "4.0\n",
+      "Game #: 400\n",
+      "0.299  et  0.0\n",
+      "5.0\n",
+      "Game #: 400\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 400\n",
+      "0.299  et  0.0\n",
+      "7.0\n",
+      "Game #: 400\n",
+      "2.655299101  et  0.0\n",
+      "8.0\n",
+      "Game #: 400\n",
+      "0.7880599  et  0.1\n",
+      "9.0\n",
+      "Game #: 400\n",
+      "0.7860699  et  0.299\n",
+      "10.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 400\n",
+      "3.4992904419  et  0.980179301\n",
+      "10.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 400\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 400\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 400\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 400\n",
+      "0.199  et  0.0\n",
+      "9.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 400\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 400\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 400\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 400\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 400\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 400\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 401\n",
+      "152.56545505  et  156.1398005\n",
+      "0.0\n",
+      "Game #: 401\n",
+      "25.4818018155  et  25.2269837974\n",
+      "1.0\n",
+      "Game #: 401\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 401\n",
+      "36.7064687755  et  0.199\n",
+      "3.0\n",
+      "Game #: 401\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 401\n",
+      "0.39601  et  0.0\n",
+      "5.0\n",
+      "Game #: 401\n",
+      "5.62132415988  et  0.49601\n",
+      "6.0\n",
+      "Game #: 401\n",
+      "14.5454913108  et  2.33092283391\n",
+      "7.0\n",
+      "Game #: 401\n",
+      "6.40938405988  et  0.3920499\n",
+      "8.0\n",
+      "Game #: 401\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 401\n",
+      "1.27030820599  et  0.785119501\n",
+      "10.0\n",
+      "Game #: 401\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 401\n",
+      "3.3012804419  et  1.95155680899\n",
+      "10.0\n",
+      "Game #: 401\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 401\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 401\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 401\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 401\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 401\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 401\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 401\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 401\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 401\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 401\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 401\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 401\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 401\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 401\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 401\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 401\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 401\n",
+      "0.199  et  0.1\n",
+      "-3.0\n",
+      "Game #: 401\n",
+      "0.39601  et  0.199\n",
+      "-2.0\n",
+      "Game #: 401\n",
+      "0.199  et  0.1\n",
+      "-1.0\n",
+      "Game #: 401\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 401\n",
+      "3.12079600999  et  0.0\n",
+      "1.0\n",
+      "Game #: 401\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 401\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 401\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 401\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 401\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 401\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 401\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 401\n",
+      "0.977209002  et  0.29602\n",
+      "5.0\n",
+      "Game #: 401\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 401\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 401\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 401\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 401\n",
+      "0.19701  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 401\n",
+      "0.29601  et  0.69501\n",
+      "0.0\n",
+      "Game #: 401\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 401\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 401\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 401\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 401\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 401\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 401\n",
+      "0.59202  et  0.299\n",
+      "7.0\n",
+      "Game #: 401\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 401\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 401\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 401\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 401\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 401\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 402\n",
+      "34.7505  et  0.0\n",
+      "1.0\n",
+      "Game #: 402\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 402\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 402\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 402\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 402\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 402\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 402\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 402\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 402\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 402\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 402\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 402\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 402\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 402\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 402\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 402\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 402\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 402\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 403\n",
+      "164.865962158  et  40.1910549\n",
+      "1.0\n",
+      "Game #: 403\n",
+      "1.767239201  et  0.3920499\n",
+      "2.0\n",
+      "Game #: 403\n",
+      "10.0649379223  et  0.6890599\n",
+      "3.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 403\n",
+      "3.11886491598  et  0.9850998\n",
+      "5.0\n",
+      "Game #: 403\n",
+      "1.560358602  et  0.1\n",
+      "6.0\n",
+      "Game #: 403\n",
+      "36.1042517543  et  9.7159744345\n",
+      "7.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 403\n",
+      "1.174199301  et  0.49601\n",
+      "9.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 403\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 403\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 403\n",
+      "0.39402  et  0.5900798\n",
+      "0.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 403\n",
+      "0.39601  et  0.0\n",
+      "9.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 403\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 403\n",
+      "-10.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 403\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 403\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 403\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 403\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 403\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 403\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 403\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 404\n",
+      "3733.07653951  et  5.1\n",
+      "1.0\n",
+      "Game #: 404\n",
+      "random action =  0\n",
+      "2.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Game #: 404\n",
+      "5.80310038326  et  1.65849681198\n",
+      "3.0\n",
+      "Game #: 404\n",
+      "1.371229201  et  0.199\n",
+      "4.0\n",
+      "Game #: 404\n",
+      "5.79127997239  et  0.882169301\n",
+      "5.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 404\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 404\n",
+      "0.978199002  et  0.5900798\n",
+      "2.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 404\n",
+      "0.29601  et  0.199\n",
+      "5.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 404\n",
+      "-4.701  et  0.0\n",
+      "-8.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 404\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 404\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 404\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 404\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 404\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 405\n",
+      "212.332658136  et  113.937847358\n",
+      "1.0\n",
+      "Game #: 405\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 405\n",
+      "10.0649379223  et  10.7533484431\n",
+      "0.0\n",
+      "Game #: 405\n",
+      "13.8879434042  et  14.2391437701\n",
+      "-8.0\n",
+      "Game #: 405\n",
+      "3.10511361798  et  3.2740624818\n",
+      "0.0\n",
+      "Game #: 405\n",
+      "0.39601  et  0.3920499\n",
+      "1.0\n",
+      "Game #: 405\n",
+      "11.1864350782  et  0.49601\n",
+      "2.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 405\n",
+      "0.6880599  et  0.49601\n",
+      "4.0\n",
+      "Game #: 405\n",
+      "0.39601  et  0.1\n",
+      "5.0\n",
+      "Game #: 405\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 405\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 405\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 405\n",
+      "0.7840998  et  0.39601\n",
+      "5.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 405\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 405\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 405\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 405\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 405\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 406\n",
+      "470.183102004  et  5.1\n",
+      "-2.0\n",
+      "Game #: 406\n",
+      "3.051309101  et  0.0\n",
+      "-1.0\n",
+      "Game #: 406\n",
+      "8.01963477596  et  2.04076501598\n",
+      "0.0\n",
+      "Game #: 406\n",
+      "0.879199002  et  0.4900798\n",
+      "1.0\n",
+      "Game #: 406\n",
+      "0.7880599  et  0.1\n",
+      "2.0\n",
+      "Game #: 406\n",
+      "0.5890599  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 406\n",
+      "1.172229201  et  3.00441874889\n",
+      "0.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 406\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 406\n",
+      "0.39402  et  0.4900798\n",
+      "-8.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 406\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 406\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 406\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 406\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 406\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 406\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 406\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 406\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 406\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 406\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 407\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 407\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 407\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 407\n",
+      "73.0458728633  et  0.199\n",
+      "3.0\n",
+      "Game #: 407\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 407\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 407\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 407\n",
+      "0.39601  et  0.0\n",
+      "3.0\n",
+      "Game #: 407\n",
+      "1.567239201  et  1.0870599\n",
+      "4.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 407\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 407\n",
+      "0.39501  et  0.6900599\n",
+      "-8.0\n",
+      "Game #: 407\n",
+      "0.298  et  0.49502\n",
+      "0.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 407\n",
+      "0.1  et  0.298\n",
+      "0.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 407\n",
+      "0.5910499  et  0.199\n",
+      "2.0\n",
+      "Game #: 407\n",
+      "0.39601  et  0.1\n",
+      "3.0\n",
+      "Game #: 407\n",
+      "1.172229201  et  1.1840699\n",
+      "-8.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 407\n",
+      "0.0  et  1.1840699\n",
+      "-8.0\n",
+      "Game #: 407\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 407\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 407\n",
+      "0.298  et  0.39502\n",
+      "0.0\n",
+      "Game #: 407\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 407\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 407\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 407\n",
+      "0.199  et  0.0\n",
+      "-6.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 407\n",
+      "0.199  et  -5.0\n",
+      "-4.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 407\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 407\n",
+      "0.39601  et  0.19701\n",
+      "0.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 407\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 407\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 407\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 407\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 407\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 407\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 407\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 407\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 407\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 407\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 407\n",
+      "1.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 407\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 407\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 407\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 407\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 407\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 407\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 407\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 407\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 407\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 407\n",
+      "0.880179301  et  0.7880599\n",
+      "4.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 407\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 408\n",
+      "2509.50256853  et  0.0\n",
+      "0.0\n",
+      "Game #: 408\n",
+      "3.31979600999  et  0.0\n",
+      "1.0\n",
+      "Game #: 408\n",
+      "1.568239201  et  0.0\n",
+      "2.0\n",
+      "Game #: 408\n",
+      "4.87235281898  et  0.1\n",
+      "3.0\n",
+      "Game #: 408\n",
+      "33.2058663399  et  1.178179301\n",
+      "4.0\n",
+      "Game #: 408\n",
+      "2.356299101  et  0.5890599\n",
+      "5.0\n",
+      "Game #: 408\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 408\n",
+      "1.369239201  et  0.59501\n",
+      "7.0\n",
+      "Game #: 408\n",
+      "27.5609791891  et  0.4920499\n",
+      "8.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 408\n",
+      "0.883139401  et  0.4920499\n",
+      "10.0\n",
+      "Game #: 408\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 408\n",
+      "0.7840998  et  1.84375501598\n",
+      "0.0\n",
+      "Game #: 408\n",
+      "0.198  et  0.29602\n",
+      "-8.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 408\n",
+      "0.7880599  et  0.780179301\n",
+      "1.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 408\n",
+      "0.7880599  et  0.0\n",
+      "3.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 408\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 408\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 408\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 408\n",
+      "0.198  et  0.29602\n",
+      "-8.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 408\n",
+      "0.39601  et  0.1\n",
+      "4.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 408\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 408\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 408\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 408\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 408\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 408\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 408\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 408\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 408\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 409\n",
+      "34.948505  et  25.0995\n",
+      "-7.0\n",
+      "Game #: 409\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 409\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 409\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 409\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 409\n",
+      "0.199  et  0.1\n",
+      "-2.0\n",
+      "Game #: 409\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 409\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 409\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 409\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 409\n",
+      "0.199  et  0.0\n",
+      "4.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 409\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 409\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 409\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 409\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 409\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 409\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 409\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 409\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 409\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 409\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 409\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 409\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 409\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 409\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 409\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 410\n",
+      "312.614111459  et  0.0\n",
+      "-4.0\n",
+      "Game #: 410\n",
+      "0.69501  et  0.0\n",
+      "-3.0\n",
+      "Game #: 410\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 410\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 410\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 410\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 410\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 410\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 410\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 410\n",
+      "0.39402  et  0.1\n",
+      "5.0\n",
+      "Game #: 410\n",
+      "0.5890599  et  0.199\n",
+      "6.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 410\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 410\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 410\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 410\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 410\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 410\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 410\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 410\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 410\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 410\n",
+      "0.298  et  0.1\n",
+      "-4.0\n",
+      "Game #: 410\n",
+      "0.39601  et  0.299\n",
+      "-3.0\n",
+      "Game #: 410\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 410\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 410\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 410\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 410\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 411\n",
+      "35.44551  et  0.0\n",
+      "-4.0\n",
+      "Game #: 411\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 411\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 411\n",
+      "2.263249201  et  2.34061670899\n",
+      "-8.0\n",
+      "Game #: 411\n",
+      "0.69501  et  0.7880599\n",
+      "0.0\n",
+      "Game #: 411\n",
+      "0.39701  et  0.5920399\n",
+      "-8.0\n",
+      "Game #: 411\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 411\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 411\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 411\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 411\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 411\n",
+      "1.2840699  et  0.0\n",
+      "-7.0\n",
+      "Game #: 411\n",
+      "3.62468660899  et  0.199\n",
+      "-6.0\n",
+      "Game #: 411\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 411\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 411\n",
+      "0.7880599  et  0.099\n",
+      "-3.0\n",
+      "Game #: 411\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 411\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 411\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 411\n",
+      "0.39601  et  0.099\n",
+      "1.0\n",
+      "Game #: 411\n",
+      "0.299  et  0.0\n",
+      "2.0\n",
+      "Game #: 411\n",
+      "0.299  et  0.0\n",
+      "3.0\n",
+      "Game #: 411\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 411\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 411\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 411\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 411\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 411\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 411\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 411\n",
+      "6.96358797938  et  0.980179301\n",
+      "10.0\n",
+      "Game #: 411\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 411\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 411\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 411\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 411\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 411\n",
+      "0.3920499  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 411\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 411\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 411\n",
+      "0.0  et  1.4830699\n",
+      "0.0\n",
+      "Game #: 411\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 411\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 411\n",
+      "0.39402  et  0.1\n",
+      "3.0\n",
+      "Game #: 411\n",
+      "1.94464591398  et  0.29602\n",
+      "4.0\n",
+      "Game #: 411\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 411\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 411\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 411\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 411\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 411\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 411\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 411\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 411\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 411\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 411\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 411\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 411\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 411\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 412\n",
+      "630.811937714  et  0.0\n",
+      "1.0\n",
+      "Game #: 412\n",
+      "3.71580600999  et  0.0\n",
+      "2.0\n",
+      "Game #: 412\n",
+      "51.8928555129  et  0.0\n",
+      "3.0\n",
+      "Game #: 412\n",
+      "25.1887519155  et  0.0\n",
+      "4.0\n",
+      "Game #: 412\n",
+      "1.568239201  et  0.1\n",
+      "5.0\n",
+      "Game #: 412\n",
+      "1.1781198  et  0.59501\n",
+      "6.0\n",
+      "Game #: 412\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 412\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 412\n",
+      "0.29701  et  2.05248730799\n",
+      "0.0\n",
+      "Game #: 412\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 412\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 412\n",
+      "0.7880599  et  0.0\n",
+      "5.0\n",
+      "Game #: 412\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 412\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 412\n",
+      "0.7840998  et  0.1\n",
+      "2.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 412\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 412\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 412\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 412\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 412\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 412\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 412\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 412\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 412\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 412\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 412\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 412\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 413\n",
+      "94.733189251  et  114.134857358\n",
+      "0.0\n",
+      "Game #: 413\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 413\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 413\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 413\n",
+      "0.39402  et  0.4900798\n",
+      "-8.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 413\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 413\n",
+      "1.85744740799  et  0.4920499\n",
+      "-7.0\n",
+      "Game #: 413\n",
+      "6.82805371  et  4.24843693848\n",
+      "-6.0\n",
+      "Game #: 413\n",
+      "0.979179301  et  0.8880599\n",
+      "-5.0\n",
+      "Game #: 413\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 413\n",
+      "0.49502  et  0.298\n",
+      "-3.0\n",
+      "Game #: 413\n",
+      "0.299  et  0.0\n",
+      "-2.0\n",
+      "Game #: 413\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 413\n",
+      "0.49601  et  0.0\n",
+      "0.0\n",
+      "Game #: 413\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 413\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 413\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 413\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 413\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 413\n",
+      "0.099  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 413\n",
+      "0.1  et  0.49601\n",
+      "0.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 413\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 413\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 413\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 413\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 413\n",
+      "0.5910499  et  0.49601\n",
+      "-7.0\n",
+      "Game #: 413\n",
+      "0.49402  et  0.1\n",
+      "-6.0\n",
+      "Game #: 413\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 413\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 413\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 413\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 413\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 413\n",
+      "0.49601  et  0.0\n",
+      "0.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 413\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 413\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 414\n",
+      "1982.19846233  et  64.397594451\n",
+      "-5.0\n",
+      "Game #: 414\n",
+      "25.0897519155  et  0.19701\n",
+      "-4.0\n",
+      "Game #: 414\n",
+      "206.471082225  et  0.1\n",
+      "-3.0\n",
+      "Game #: 414\n",
+      "3.5973203419  et  0.4920499\n",
+      "-2.0\n",
+      "Game #: 414\n",
+      "66.1796740165  et  1.178179301\n",
+      "-1.0\n",
+      "Game #: 414\n",
+      "3.41979600999  et  0.3920499\n",
+      "0.0\n",
+      "Game #: 414\n",
+      "13.8651085984  et  0.5930399\n",
+      "1.0\n",
+      "Game #: 414\n",
+      "2.33281491598  et  0.39402\n",
+      "2.0\n",
+      "Game #: 414\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 414\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 414\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 414\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 414\n",
+      "135.298395473  et  284.914780537\n",
+      "-8.0\n",
+      "Game #: 414\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 414\n",
+      "2.53565660899  et  18.1156724608\n",
+      "-8.0\n",
+      "Game #: 414\n",
+      "1.176189301  et  4.3814597429\n",
+      "0.0\n",
+      "Game #: 414\n",
+      "0.0  et  2.163249201\n",
+      "-8.0\n",
+      "Game #: 414\n",
+      "3.60516173591  et  9.35401644391\n",
+      "0.0\n",
+      "Game #: 414\n",
+      "0.0  et  1.3830699\n",
+      "-8.0\n",
+      "Game #: 414\n",
+      "0.1  et  0.49402\n",
+      "0.0\n",
+      "Game #: 414\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 414\n",
+      "0.5890599  et  0.882169301\n",
+      "0.0\n",
+      "Game #: 414\n",
+      "0.29701  et  0.4930399\n",
+      "-8.0\n",
+      "Game #: 414\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 414\n",
+      "0.29701  et  0.4930399\n",
+      "-8.0\n",
+      "Game #: 414\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 414\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 414\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 414\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 414\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 414\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 414\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 414\n",
+      "0.29701  et  0.199\n",
+      "4.0\n",
+      "Game #: 414\n",
+      "0.7870599  et  0.69501\n",
+      "5.0\n",
+      "Game #: 414\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 414\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 414\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 414\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 414\n",
+      "0.199  et  0.099\n",
+      "10.0\n",
+      "Game #: 414\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 414\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 414\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 414\n",
+      "0.59302  et  0.7870898\n",
+      "0.0\n",
+      "Game #: 414\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 414\n",
+      "0.5910499  et  0.199\n",
+      "2.0\n",
+      "Game #: 414\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 414\n",
+      "0.39601  et  0.0\n",
+      "4.0\n",
+      "Game #: 414\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 414\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 414\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 414\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 414\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 414\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 414\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 414\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 414\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 414\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 414\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 414\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 414\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 414\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 414\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 415\n",
+      "5.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 415\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 415\n",
+      "0.7910499  et  0.39601\n",
+      "-2.0\n",
+      "Game #: 415\n",
+      "1.179179301  et  0.7880599\n",
+      "-1.0\n",
+      "Game #: 415\n",
+      "0.49601  et  0.099\n",
+      "0.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 415\n",
+      "0.7880599  et  0.0\n",
+      "2.0\n",
+      "Game #: 415\n",
+      "4.4824298429  et  1.177189301\n",
+      "3.0\n",
+      "Game #: 415\n",
+      "0.39402  et  0.1\n",
+      "4.0\n",
+      "Game #: 415\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 415\n",
+      "0.299  et  0.69202\n",
+      "0.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 415\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 415\n",
+      "1.4830699  et  1.568239201\n",
+      "0.0\n",
+      "Game #: 415\n",
+      "0.099  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 415\n",
+      "0.7880599  et  0.979179301\n",
+      "0.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 415\n",
+      "2.163249201  et  0.0\n",
+      "-6.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 415\n",
+      "0.199  et  0.0\n",
+      "-3.0\n",
+      "Game #: 415\n",
+      "0.199  et  0.0\n",
+      "-2.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 415\n",
+      "0.39601  et  0.0\n",
+      "1.0\n",
+      "Game #: 415\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 415\n",
+      "0.8880599  et  0.0\n",
+      "3.0\n",
+      "Game #: 415\n",
+      "0.299  et  0.0\n",
+      "4.0\n",
+      "Game #: 415\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 415\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 415\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 415\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 415\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 415\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 415\n",
+      "0.39402  et  0.199\n",
+      "4.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 415\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 415\n",
+      "0.39402  et  0.199\n",
+      "8.0\n",
+      "Game #: 415\n",
+      "0.199  et  0.0\n",
+      "9.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 415\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 415\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 415\n",
+      "0.7880698  et  0.49502\n",
+      "4.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 415\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 416\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 416\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 416\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 416\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 416\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 416\n",
+      "0.29701  et  0.199\n",
+      "4.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 416\n",
+      "1.174219002  et  0.39602\n",
+      "6.0\n",
+      "Game #: 416\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 416\n",
+      "1.85744740799  et  2.43092283391\n",
+      "0.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 416\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 416\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 416\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 416\n",
+      "0.39601  et  0.0\n",
+      "8.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 416\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 416\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 416\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 416\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 417\n",
+      "333.083264695  et  40.1910549\n",
+      "0.0\n",
+      "Game #: 417\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 417\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 417\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 417\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 417\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 417\n",
+      "0.199  et  0.1\n",
+      "-5.0\n",
+      "Game #: 417\n",
+      "0.1  et  0.0\n",
+      "-4.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Game #: 417\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 417\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 417\n",
+      "6.31038405988  et  0.0\n",
+      "-1.0\n",
+      "Game #: 417\n",
+      "0.49601  et  0.19701\n",
+      "0.0\n",
+      "Game #: 417\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 417\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 417\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 417\n",
+      "1.560358602  et  0.1\n",
+      "6.0\n",
+      "Game #: 417\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 417\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 417\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 417\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 417\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 417\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 417\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 417\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 417\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 417\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 418\n",
+      "14.95  et  0.0\n",
+      "0.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 418\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 418\n",
+      "1.176189301  et  0.199\n",
+      "2.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 418\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 418\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 418\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 418\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 418\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 418\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 418\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 418\n",
+      "-4.901  et  0.1\n",
+      "-8.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 418\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 418\n",
+      "0.099  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 418\n",
+      "0.0  et  1.1840699\n",
+      "-8.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.69501\n",
+      "0.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 418\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 418\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 418\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 418\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 418\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 418\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 419\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 419\n",
+      "28.9986078255  et  28.7086217473\n",
+      "1.0\n",
+      "Game #: 419\n",
+      "107.51291733  et  0.0\n",
+      "2.0\n",
+      "Game #: 419\n",
+      "9.69598210977  et  0.1\n",
+      "3.0\n",
+      "Game #: 419\n",
+      "3.12867660899  et  0.199\n",
+      "4.0\n",
+      "Game #: 419\n",
+      "6.80539405988  et  0.3920499\n",
+      "5.0\n",
+      "Game #: 419\n",
+      "315.674420288  et  0.6890599\n",
+      "6.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 419\n",
+      "54.8463485862  et  0.4920499\n",
+      "8.0\n",
+      "Game #: 419\n",
+      "0.39402  et  0.1\n",
+      "9.0\n",
+      "Game #: 419\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 419\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 419\n",
+      "0.7840998  et  3.7690724818\n",
+      "0.0\n",
+      "Game #: 419\n",
+      "0.198  et  0.5890798\n",
+      "-8.0\n",
+      "Game #: 419\n",
+      "2.72486481598  et  3.29163616782\n",
+      "0.0\n",
+      "Game #: 419\n",
+      "1.74960601398  et  2.22218975384\n",
+      "-8.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 419\n",
+      "1.560358602  et  0.1\n",
+      "3.0\n",
+      "Game #: 419\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 419\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 419\n",
+      "0.39402  et  0.1\n",
+      "9.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 419\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 419\n",
+      "0.198  et  0.29602\n",
+      "-8.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 419\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 419\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 419\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 419\n",
+      "-5.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 419\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 419\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 419\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 419\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 419\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 419\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 420\n",
+      "7435.30538352  et  5.1\n",
+      "-8.0\n",
+      "Game #: 420\n",
+      "3.41979600999  et  0.0\n",
+      "-7.0\n",
+      "Game #: 420\n",
+      "0.49601  et  0.1\n",
+      "-6.0\n",
+      "Game #: 420\n",
+      "0.299  et  0.0\n",
+      "-5.0\n",
+      "Game #: 420\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 420\n",
+      "0.199  et  0.1\n",
+      "-3.0\n",
+      "Game #: 420\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 420\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 420\n",
+      "0.39701  et  0.199\n",
+      "0.0\n",
+      "Game #: 420\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.69501\n",
+      "0.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 420\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 420\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 420\n",
+      "1.277179301  et  0.6890599\n",
+      "3.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 420\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 420\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 420\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 420\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 420\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 420\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 420\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 420\n",
+      "0.1  et  0.49601\n",
+      "0.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 420\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 420\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 420\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 420\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 420\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 421\n",
+      "75.6365649  et  0.0\n",
+      "-7.0\n",
+      "Game #: 421\n",
+      "0.8880599  et  0.0\n",
+      "-6.0\n",
+      "Game #: 421\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 421\n",
+      "0.8880599  et  0.0\n",
+      "-4.0\n",
+      "Game #: 421\n",
+      "0.39701  et  0.199\n",
+      "-3.0\n",
+      "Game #: 421\n",
+      "1.0870599  et  0.4910499\n",
+      "-2.0\n",
+      "Game #: 421\n",
+      "4.60386590999  et  0.1\n",
+      "-1.0\n",
+      "Game #: 421\n",
+      "1.668239201  et  0.299\n",
+      "0.0\n",
+      "Game #: 421\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 421\n",
+      "0.0  et  1.2840699\n",
+      "0.0\n",
+      "Game #: 421\n",
+      "0.0  et  1.964249201\n",
+      "-8.0\n",
+      "Game #: 421\n",
+      "0.298  et  1.0850898\n",
+      "0.0\n",
+      "Game #: 421\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 421\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 421\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 421\n",
+      "0.199  et  0.099\n",
+      "2.0\n",
+      "Game #: 421\n",
+      "1.1840699  et  0.0\n",
+      "3.0\n",
+      "Game #: 421\n",
+      "1.27030820599  et  0.785119501\n",
+      "4.0\n",
+      "Game #: 421\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 421\n",
+      "1.1840699  et  0.0\n",
+      "6.0\n",
+      "Game #: 421\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 421\n",
+      "0.7880599  et  0.299\n",
+      "8.0\n",
+      "Game #: 421\n",
+      "0.982139401  et  0.5920499\n",
+      "9.0\n",
+      "Game #: 421\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 421\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 421\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 421\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 421\n",
+      "0.4930399  et  0.29701\n",
+      "2.0\n",
+      "Game #: 421\n",
+      "0.199  et  0.099\n",
+      "3.0\n",
+      "Game #: 421\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 421\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 421\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 421\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 421\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 421\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 421\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 421\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 421\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 421\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 421\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 421\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 421\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 421\n",
+      "1.560358602  et  0.1\n",
+      "10.0\n",
+      "Game #: 421\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 421\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 421\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 421\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 422\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 422\n",
+      "9.82719006987  et  9.72891816917\n",
+      "1.0\n",
+      "Game #: 422\n",
+      "0.7840998  et  0.1\n",
+      "2.0\n",
+      "Game #: 422\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 422\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 422\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 422\n",
+      "0.39601  et  0.1\n",
+      "2.0\n",
+      "Game #: 422\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 422\n",
+      "0.39402  et  0.1\n",
+      "4.0\n",
+      "Game #: 422\n",
+      "1.560358602  et  0.1\n",
+      "5.0\n",
+      "Game #: 422\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 422\n",
+      "0.199  et  0.39601\n",
+      "0.0\n",
+      "Game #: 422\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 422\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 422\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 422\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 422\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 422\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 422\n",
+      "1.176189301  et  0.199\n",
+      "4.0\n",
+      "Game #: 422\n",
+      "0.4910499  et  0.49601\n",
+      "-8.0\n",
+      "Game #: 422\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 422\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 422\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 422\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 422\n",
+      "0.199  et  0.19701\n",
+      "-8.0\n",
+      "Game #: 422\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 422\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 422\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 422\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 422\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 422\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 422\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 422\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 422\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 422\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 422\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 422\n",
+      "0.199  et  0.0\n",
+      "-1.0\n",
+      "Game #: 422\n",
+      "0.199  et  0.0\n",
+      "0.0\n",
+      "Game #: 422\n",
+      "0.39601  et  0.0\n",
+      "1.0\n",
+      "Game #: 422\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 422\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 422\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 422\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 422\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 422\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 422\n",
+      "0.299  et  0.0\n",
+      "8.0\n",
+      "Game #: 422\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 422\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 422\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 422\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 422\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 422\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 422\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 422\n",
+      "0.979179301  et  0.39601\n",
+      "10.0\n",
+      "Game #: 422\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 422\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 422\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 422\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 422\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 422\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 422\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 422\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 423\n",
+      "74.352495  et  0.0\n",
+      "1.0\n",
+      "Game #: 423\n",
+      "4.68903521099  et  0.0\n",
+      "2.0\n",
+      "Game #: 423\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 423\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 423\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 423\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 423\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 423\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 423\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 423\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 423\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 423\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 423\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 423\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 423\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 423\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 423\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 423\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 423\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 424\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 424\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 424\n",
+      "1.176189301  et  0.199\n",
+      "2.0\n",
+      "Game #: 424\n",
+      "0.5910499  et  0.199\n",
+      "3.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 424\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 424\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 424\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 424\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 424\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 424\n",
+      "0.4910499  et  0.39601\n",
+      "5.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 424\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 424\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 424\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 424\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 424\n",
+      "0.7840998  et  0.1\n",
+      "6.0\n",
+      "Game #: 424\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 424\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 424\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 424\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 424\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 424\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 424\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 424\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 425\n",
+      "35.24651  et  0.0\n",
+      "-16.0\n",
+      "Game #: 425\n",
+      "0.299  et  0.0\n",
+      "-15.0\n",
+      "Game #: 425\n",
+      "0.1  et  0.0\n",
+      "-14.0\n",
+      "Game #: 425\n",
+      "0.1  et  0.0\n",
+      "-13.0\n",
+      "Game #: 425\n",
+      "0.49402  et  0.1\n",
+      "-12.0\n",
+      "Game #: 425\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 425\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 425\n",
+      "0.784139401  et  0.5910499\n",
+      "7.0\n",
+      "Game #: 425\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 425\n",
+      "0.29601  et  0.69501\n",
+      "0.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 425\n",
+      "0.39501  et  0.299\n",
+      "2.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 425\n",
+      "0.39601  et  0.0\n",
+      "4.0\n",
+      "Game #: 425\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 425\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 425\n",
+      "1.568239201  et  0.0\n",
+      "2.0\n",
+      "Game #: 425\n",
+      "0.39501  et  0.299\n",
+      "3.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 425\n",
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+      "10.0\n",
+      "Game #: 425\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 425\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 425\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 425\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 425\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 425\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 425\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 425\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 425\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 426\n",
+      "427.64198969  et  113.937847358\n",
+      "-6.0\n",
+      "Game #: 426\n",
+      "3.61680600999  et  0.3920499\n",
+      "-5.0\n",
+      "Game #: 426\n",
+      "291.307095305  et  0.0\n",
+      "-4.0\n",
+      "Game #: 426\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 426\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 426\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 426\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 426\n",
+      "0.198  et  0.1\n",
+      "1.0\n",
+      "Game #: 426\n",
+      "0.39402  et  0.1\n",
+      "2.0\n",
+      "Game #: 426\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 426\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 426\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 426\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 426\n",
+      "2.4240911409  et  2.04856680899\n",
+      "7.0\n",
+      "Game #: 426\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 426\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 426\n",
+      "1394.62829466  et  627.1450163\n",
+      "10.0\n",
+      "Game #: 426\n",
+      "0.199  et  0.099\n",
+      "10.0\n",
+      "Game #: 426\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 426\n",
+      "1.1781198  et  0.299\n",
+      "10.0\n",
+      "Game #: 426\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 426\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 426\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 426\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 426\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 426\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 426\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 426\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 426\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 427\n",
+      "4973.18187526  et  0.0\n",
+      "-16.0\n",
+      "Game #: 427\n",
+      "19.656108239  et  9.72891816917\n",
+      "-15.0\n",
+      "Game #: 427\n",
+      "3.051309101  et  0.0\n",
+      "-14.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-13.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-12.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 427\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 427\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 427\n",
+      "0.199  et  0.0\n",
+      "-1.0\n",
+      "Game #: 427\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 427\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 427\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 427\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 427\n",
+      "0.0  et  0.0\n",
+      "-12.0\n",
+      "Game #: 428\n",
+      "35.44551  et  0.0\n",
+      "-12.0\n",
+      "Game #: 428\n",
+      "0.69501  et  0.0\n",
+      "-11.0\n",
+      "Game #: 428\n",
+      "0.1  et  0.0\n",
+      "-10.0\n",
+      "Game #: 428\n",
+      "1.960348602  et  1.2781198\n",
+      "-9.0\n",
+      "Game #: 428\n",
+      "0.8880599  et  0.299\n",
+      "-8.0\n",
+      "Game #: 428\n",
+      "4.36406101356  et  2.43092283391\n",
+      "-7.0\n",
+      "Game #: 428\n",
+      "0.199  et  0.1\n",
+      "-6.0\n",
+      "Game #: 428\n",
+      "3.051309101  et  0.0\n",
+      "-5.0\n",
+      "Game #: 428\n",
+      "3.051309101  et  0.0\n",
+      "-4.0\n",
+      "Game #: 428\n",
+      "0.69501  et  0.0\n",
+      "-3.0\n",
+      "Game #: 428\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 428\n",
+      "0.1  et  0.49601\n",
+      "0.0\n",
+      "Game #: 428\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 428\n",
+      "0.298  et  0.49502\n",
+      "0.0\n",
+      "Game #: 428\n",
+      "0.69501  et  0.6880599\n",
+      "1.0\n",
+      "Game #: 428\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 428\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 428\n",
+      "2.73075541498  et  1.0850898\n",
+      "6.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 428\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 428\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 428\n",
+      "0.7880599  et  0.0\n",
+      "2.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 428\n",
+      "1.3830699  et  0.6880599\n",
+      "5.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 428\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 428\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 428\n",
+      "0.5910499  et  0.49601\n",
+      "2.0\n",
+      "Game #: 428\n",
+      "0.39402  et  0.1\n",
+      "3.0\n",
+      "Game #: 428\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 428\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 428\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 428\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 428\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 428\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 429\n",
+      "750.607895979  et  14.249\n",
+      "1.0\n",
+      "Game #: 429\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 429\n",
+      "0.7880599  et  0.880179301\n",
+      "0.0\n",
+      "Game #: 429\n",
+      "1.1801098  et  1.268308702\n",
+      "-8.0\n",
+      "Game #: 429\n",
+      "0.39601  et  0.4920499\n",
+      "0.0\n",
+      "Game #: 429\n",
+      "19.457108239  et  19.2625371567\n",
+      "1.0\n",
+      "Game #: 429\n",
+      "8.76568316088  et  0.0\n",
+      "2.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 429\n",
+      "1.1781198  et  0.299\n",
+      "4.0\n",
+      "Game #: 429\n",
+      "4.25040703848  et  2.3250911409\n",
+      "5.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 429\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 429\n",
+      "0.1  et  0.298\n",
+      "0.0\n",
+      "Game #: 429\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 429\n",
+      "0.59202  et  1.761348602\n",
+      "-8.0\n",
+      "Game #: 429\n",
+      "0.099  et  0.69501\n",
+      "0.0\n",
+      "Game #: 429\n",
+      "0.0  et  5.47709511099\n",
+      "-8.0\n",
+      "Game #: 429\n",
+      "0.099  et  2.655299101\n",
+      "0.0\n",
+      "Game #: 429\n",
+      "0.199  et  0.7840998\n",
+      "-8.0\n",
+      "Game #: 429\n",
+      "0.4930399  et  0.885119501\n",
+      "0.0\n",
+      "Game #: 429\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 429\n",
+      "0.099  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 429\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 429\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 429\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 429\n",
+      "0.39601  et  0.5920499\n",
+      "0.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 429\n",
+      "12.3586642792  et  0.0\n",
+      "5.0\n",
+      "Game #: 429\n",
+      "3.10511361798  et  0.1\n",
+      "6.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 429\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 429\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 429\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 429\n",
+      "0.7840998  et  0.1\n",
+      "4.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 429\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 429\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 429\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 429\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 429\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 430\n",
+      "153.06146505  et  0.0\n",
+      "-6.0\n",
+      "Game #: 430\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 430\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 430\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 430\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 430\n",
+      "0.69202  et  0.299\n",
+      "-1.0\n",
+      "Game #: 430\n",
+      "0.299  et  0.099\n",
+      "0.0\n",
+      "Game #: 430\n",
+      "0.39402  et  0.1\n",
+      "1.0\n",
+      "Game #: 430\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 430\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 430\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 430\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 430\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 430\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 430\n",
+      "0.19701  et  0.49601\n",
+      "0.0\n",
+      "Game #: 430\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 430\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 430\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 430\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 430\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 430\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 430\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 430\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 430\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 430\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 430\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 430\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 430\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 430\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 430\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 430\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 430\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 430\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 430\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 430\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 430\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 430\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 430\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 430\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 430\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 430\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 430\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 431\n",
+      "587.859674524  et  0.0\n",
+      "-2.0\n",
+      "Game #: 431\n",
+      "177.635359747  et  0.0\n",
+      "-1.0\n",
+      "Game #: 431\n",
+      "410.977453628  et  0.1\n",
+      "0.0\n",
+      "Game #: 431\n",
+      "29.8777871265  et  0.0\n",
+      "1.0\n",
+      "Game #: 431\n",
+      "6.96953807938  et  1.75155680899\n",
+      "2.0\n",
+      "Game #: 431\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 431\n",
+      "1.1801098  et  0.1\n",
+      "4.0\n",
+      "Game #: 431\n",
+      "2.72478600999  et  0.59501\n",
+      "5.0\n",
+      "Game #: 431\n",
+      "109.144233687  et  0.4920499\n",
+      "6.0\n",
+      "Game #: 431\n",
+      "0.7840998  et  0.1\n",
+      "7.0\n",
+      "Game #: 431\n",
+      "80.4937474202  et  31.3580968481\n",
+      "8.0\n",
+      "Game #: 431\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 431\n",
+      "0.39601  et  0.5910499\n",
+      "0.0\n",
+      "Game #: 431\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 431\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 431\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 431\n",
+      "0.1  et  2.163249201\n",
+      "-8.0\n",
+      "Game #: 431\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 431\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 431\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 431\n",
+      "0.7840998  et  0.1\n",
+      "3.0\n",
+      "Game #: 431\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 431\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 431\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 431\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 431\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 431\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 431\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 431\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 431\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 431\n",
+      "0.299  et  0.0\n",
+      "-7.0\n",
+      "Game #: 431\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 431\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 431\n",
+      "0.299  et  0.0\n",
+      "-4.0\n",
+      "Game #: 431\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 431\n",
+      "0.8880599  et  0.0\n",
+      "-2.0\n",
+      "Game #: 431\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 431\n",
+      "0.299  et  0.0\n",
+      "0.0\n",
+      "Game #: 431\n",
+      "0.59501  et  0.0\n",
+      "1.0\n",
+      "Game #: 431\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 431\n",
+      "0.29701  et  0.199\n",
+      "3.0\n",
+      "Game #: 431\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 431\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 431\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 431\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 431\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 431\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 431\n",
+      "2.63961670899  et  2.8122205419\n",
+      "-8.0\n",
+      "Game #: 431\n",
+      "4.10785590999  et  4.26577735089\n",
+      "0.0\n",
+      "Game #: 431\n",
+      "1.3771198  et  1.662348602\n",
+      "-8.0\n",
+      "Game #: 431\n",
+      "0.8880599  et  1.078179301\n",
+      "0.0\n",
+      "Game #: 431\n",
+      "0.69202  et  0.9840998\n",
+      "-8.0\n",
+      "Game #: 431\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 431\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 431\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 431\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 431\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 431\n",
+      "0.4910499  et  0.49601\n",
+      "-8.0\n",
+      "Game #: 431\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 431\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 431\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 431\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 432\n",
+      "153.06146505  et  0.0\n",
+      "-16.0\n",
+      "Game #: 432\n",
+      "1.668239201  et  0.3920499\n",
+      "-15.0\n",
+      "Game #: 432\n",
+      "16.0590732042  et  2.04076501598\n",
+      "-14.0\n",
+      "Game #: 432\n",
+      "76.1905874284  et  0.0\n",
+      "-13.0\n",
+      "Game #: 432\n",
+      "131.797551293  et  1.178179301\n",
+      "-12.0\n",
+      "Game #: 432\n",
+      "0.199  et  0.1\n",
+      "-11.0\n",
+      "Game #: 432\n",
+      "2.43092283391  et  1.36539750799\n",
+      "-10.0\n",
+      "Game #: 432\n",
+      "4.59606411698  et  0.298\n",
+      "-9.0\n",
+      "Game #: 432\n",
+      "6.17210511099  et  0.0\n",
+      "-8.0\n",
+      "Game #: 432\n",
+      "5.94954211998  et  0.299\n",
+      "-7.0\n",
+      "Game #: 432\n",
+      "0.69501  et  0.29601\n",
+      "-6.0\n",
+      "Game #: 432\n",
+      "0.69501  et  0.0\n",
+      "-5.0\n",
+      "Game #: 432\n",
+      "1.475189301  et  0.199\n",
+      "-4.0\n",
+      "Game #: 432\n",
+      "0.69501  et  0.0\n",
+      "-3.0\n",
+      "Game #: 432\n",
+      "0.69501  et  0.0\n",
+      "-2.0\n",
+      "Game #: 432\n",
+      "0.7910499  et  0.39601\n",
+      "-1.0\n",
+      "Game #: 432\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 432\n",
+      "2.52791332992  et  0.785119501\n",
+      "1.0\n",
+      "Game #: 432\n",
+      "10.3951929405  et  1.46342740799\n",
+      "2.0\n",
+      "Game #: 432\n",
+      "1.56240750799  et  1.178179301\n",
+      "3.0\n",
+      "Game #: 432\n",
+      "0.59202  et  0.299\n",
+      "4.0\n",
+      "Game #: 432\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 432\n",
+      "1.767239201  et  0.19701\n",
+      "6.0\n",
+      "Game #: 432\n",
+      "4.54636852454  et  3.50122133691\n",
+      "7.0\n",
+      "Game #: 432\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 432\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 432\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 432\n",
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+      "10.0\n",
+      "Game #: 432\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 432\n",
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+      "0.0\n",
+      "Game #: 432\n",
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+      "1.0\n",
+      "Game #: 432\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 432\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 432\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 432\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 432\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 432\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 432\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 432\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 432\n",
+      "1.1781198  et  0.299\n",
+      "4.0\n",
+      "Game #: 432\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 432\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 432\n",
+      "0.39601  et  0.0\n",
+      "7.0\n",
+      "Game #: 432\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 432\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 432\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 432\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 432\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 432\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 432\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 432\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 432\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 432\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 432\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 432\n",
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+      "0.0\n",
+      "Game #: 432\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
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+      "0.0\n",
+      "Game #: 432\n",
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+      "1.0\n",
+      "Game #: 432\n",
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+      "2.0\n",
+      "Game #: 432\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 432\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 432\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 433\n",
+      "1260.41575605  et  0.0\n",
+      "-16.0\n",
+      "Game #: 433\n",
+      "353.594365897  et  0.0\n",
+      "-15.0\n",
+      "Game #: 433\n",
+      "214.050705486  et  0.0\n",
+      "-14.0\n",
+      "Game #: 433\n",
+      "1.0870599  et  0.1\n",
+      "-13.0\n",
+      "Game #: 433\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 433\n",
+      "0.69501  et  0.7880599\n",
+      "0.0\n",
+      "Game #: 433\n",
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+      "1.0\n",
+      "Game #: 433\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 433\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 433\n",
+      "0.6910499  et  1.95644740799\n",
+      "-8.0\n",
+      "Game #: 433\n",
+      "8.03120181229  et  10.7796359042\n",
+      "0.0\n",
+      "Game #: 433\n",
+      "0.69501  et  0.6880599\n",
+      "1.0\n",
+      "Game #: 433\n",
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+      "2.0\n",
+      "Game #: 433\n",
+      "0.7880698  et  0.49502\n",
+      "3.0\n",
+      "Game #: 433\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 433\n",
+      "0.8880599  et  2.44457680899\n",
+      "0.0\n",
+      "Game #: 433\n",
+      "0.1  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 433\n",
+      "0.59501  et  0.6890599\n",
+      "0.0\n",
+      "Game #: 433\n",
+      "0.199  et  0.29701\n",
+      "-8.0\n",
+      "Game #: 433\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 433\n",
+      "1.867239201  et  0.0\n",
+      "-7.0\n",
+      "Game #: 433\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 433\n",
+      "3.68463646682  et  1.371268802\n",
+      "-5.0\n",
+      "Game #: 433\n",
+      "0.9870599  et  0.0\n",
+      "-4.0\n",
+      "Game #: 433\n",
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+      "-3.0\n",
+      "Game #: 433\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 433\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 433\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 433\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 433\n",
+      "1.4830699  et  0.0\n",
+      "2.0\n",
+      "Game #: 433\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 433\n",
+      "0.69501  et  0.099\n",
+      "4.0\n",
+      "Game #: 433\n",
+      "1.2840699  et  0.0\n",
+      "5.0\n",
+      "Game #: 433\n",
+      "1.1840699  et  0.099\n",
+      "6.0\n",
+      "Game #: 433\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 433\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 433\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 433\n",
+      "0.199  et  0.0\n",
+      "-6.0\n",
+      "Game #: 433\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 433\n",
+      "0.199  et  0.0\n",
+      "-4.0\n",
+      "Game #: 433\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 433\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 433\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 433\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 433\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 433\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
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+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 433\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 433\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 433\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 433\n",
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+      "-2.0\n",
+      "Game #: 433\n",
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+      "0.199  et  0.0\n",
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+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 433\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 433\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 433\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 433\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 433\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 433\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 433\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 433\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 434\n",
+      "152.96146505  et  0.0\n",
+      "0.0\n",
+      "Game #: 434\n",
+      "9.33118006987  et  0.0\n",
+      "1.0\n",
+      "Game #: 434\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 434\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 434\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 434\n",
+      "0.7880599  et  0.0\n",
+      "5.0\n",
+      "Game #: 434\n",
+      "0.7880599  et  0.0\n",
+      "6.0\n",
+      "Game #: 434\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 434\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 434\n",
+      "0.199  et  0.0\n",
+      "9.0\n",
+      "Game #: 434\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 434\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 434\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 434\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 434\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 434\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 434\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 434\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 434\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 434\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 435\n",
+      "309.988325449  et  0.0\n",
+      "1.0\n",
+      "Game #: 435\n",
+      "6.80539405988  et  0.0\n",
+      "2.0\n",
+      "Game #: 435\n",
+      "4.68903521099  et  0.0\n",
+      "3.0\n",
+      "Game #: 435\n",
+      "0.39402  et  0.1\n",
+      "4.0\n",
+      "Game #: 435\n",
+      "0.39601  et  0.1\n",
+      "5.0\n",
+      "Game #: 435\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 435\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 435\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 435\n",
+      "0.198  et  0.1\n",
+      "9.0\n",
+      "Game #: 435\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 435\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 435\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 435\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 435\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 435\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 435\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 435\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 435\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 435\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 436\n",
+      "4969.96107925  et  0.0\n",
+      "1.0\n",
+      "Game #: 436\n",
+      "14.3229134802  et  0.0\n",
+      "2.0\n",
+      "Game #: 436\n",
+      "3.10511361798  et  0.1\n",
+      "3.0\n",
+      "Game #: 436\n",
+      "48.9415464119  et  0.1\n",
+      "4.0\n",
+      "Game #: 436\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 436\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.39601  et  0.8840998\n",
+      "0.0\n",
+      "Game #: 436\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 436\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 436\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 436\n",
+      "6.20642395988  et  1.0870599\n",
+      "2.0\n",
+      "Game #: 436\n",
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+      "3.0\n",
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+      "4.0\n",
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+      "5.0\n",
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+      "1.94464591398  et  0.29602\n",
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+      "-8.0\n",
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+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 436\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 436\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 436\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 436\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 436\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 436\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 436\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 436\n",
+      "0.6880599  et  0.69501\n",
+      "-8.0\n",
+      "Game #: 436\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 436\n",
+      "0.198  et  0.29602\n",
+      "-8.0\n",
+      "Game #: 436\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 436\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 436\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 436\n",
+      "0.299  et  0.0\n",
+      "-7.0\n",
+      "Game #: 436\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 436\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 436\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 436\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 436\n",
+      "0.199  et  0.1\n",
+      "-2.0\n",
+      "Game #: 436\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 436\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 436\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 436\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 437\n",
+      "153.45351495  et  0.0\n",
+      "-7.0\n",
+      "Game #: 437\n",
+      "1.4830699  et  0.0\n",
+      "-6.0\n",
+      "Game #: 437\n",
+      "579.801119658  et  0.0\n",
+      "-5.0\n",
+      "Game #: 437\n",
+      "0.299  et  0.0\n",
+      "-4.0\n",
+      "Game #: 437\n",
+      "0.299  et  0.0\n",
+      "-3.0\n",
+      "Game #: 437\n",
+      "0.299  et  0.0\n",
+      "-2.0\n",
+      "Game #: 437\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 437\n",
+      "0.5930399  et  0.29701\n",
+      "0.0\n",
+      "Game #: 437\n",
+      "0.7880599  et  0.3920499\n",
+      "1.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 437\n",
+      "2.33669581398  et  0.39602\n",
+      "3.0\n",
+      "Game #: 437\n",
+      "1.1801098  et  0.1\n",
+      "4.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 437\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 437\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 437\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 437\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 437\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 437\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 437\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 437\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 437\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 437\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 437\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 437\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 437\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 437\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 437\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 437\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 437\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 437\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 438\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 438\n",
+      "0.7880599  et  0.19701\n",
+      "1.0\n",
+      "Game #: 438\n",
+      "0.9870599  et  0.1\n",
+      "2.0\n",
+      "Game #: 438\n",
+      "36.8798159196  et  18.589979173\n",
+      "3.0\n",
+      "Game #: 438\n",
+      "49.5365564119  et  0.0\n",
+      "4.0\n",
+      "Game #: 438\n",
+      "6.57153807938  et  0.880179301\n",
+      "5.0\n",
+      "Game #: 438\n",
+      "27.5915661108  et  0.5930399\n",
+      "6.0\n",
+      "Game #: 438\n",
+      "3.10511361798  et  0.1\n",
+      "7.0\n",
+      "Game #: 438\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 438\n",
+      "1.1781198  et  0.59501\n",
+      "9.0\n",
+      "Game #: 438\n",
+      "0.5900598  et  0.39602\n",
+      "10.0\n",
+      "Game #: 438\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 438\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 438\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 438\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 438\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 438\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 438\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 438\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 438\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 439\n",
+      "152.56545505  et  0.0\n",
+      "1.0\n",
+      "Game #: 439\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 439\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 439\n",
+      "6.60639405988  et  0.0\n",
+      "4.0\n",
+      "Game #: 439\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 439\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 439\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 439\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 439\n",
+      "1.75744740799  et  0.4920499\n",
+      "9.0\n",
+      "Game #: 439\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 439\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 439\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 439\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 439\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 439\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 439\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 439\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 439\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 439\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 440\n",
+      "152.76445505  et  0.0\n",
+      "1.0\n",
+      "Game #: 440\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 440\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 440\n",
+      "0.39601  et  0.0\n",
+      "4.0\n",
+      "Game #: 440\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 440\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 440\n",
+      "1.568239201  et  0.0\n",
+      "7.0\n",
+      "Game #: 440\n",
+      "2.344458402  et  0.299\n",
+      "8.0\n",
+      "Game #: 440\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 440\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 440\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 440\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 440\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 440\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 440\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 440\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 440\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 440\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 440\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 441\n",
+      "153.16046505  et  0.0\n",
+      "1.0\n",
+      "Game #: 441\n",
+      "1.3830699  et  0.0\n",
+      "2.0\n",
+      "Game #: 441\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 441\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 441\n",
+      "0.39402  et  0.1\n",
+      "5.0\n",
+      "Game #: 441\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 441\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 441\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 441\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 441\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 441\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 441\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 441\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 441\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 441\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 441\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 441\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 441\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 441\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 442\n",
+      "667.835696744  et  40.1910549\n",
+      "1.0\n",
+      "Game #: 442\n",
+      "3.8621223818  et  0.39402\n",
+      "2.0\n",
+      "Game #: 442\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 442\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 442\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 442\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 442\n",
+      "-4.701  et  0.0\n",
+      "-8.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 442\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 442\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 442\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 442\n",
+      "0.198  et  0.1\n",
+      "8.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 442\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 442\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 442\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 442\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 442\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 443\n",
+      "627.102081804  et  0.0\n",
+      "0.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 443\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 443\n",
+      "0.7840998  et  0.1\n",
+      "4.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 443\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 443\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 443\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 443\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 443\n",
+      "0.39402  et  0.5900798\n",
+      "0.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 443\n",
+      "0.39402  et  0.1\n",
+      "4.0\n",
+      "Game #: 443\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 443\n",
+      "0.7880599  et  0.0\n",
+      "3.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 443\n",
+      "-4.9  et  0.0\n",
+      "-8.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 443\n",
+      "-14.901  et  0.1\n",
+      "-8.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 443\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 443\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 443\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 443\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 443\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 444\n",
+      "14.95  et  0.0\n",
+      "1.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 444\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 444\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 444\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 444\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 444\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 444\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 444\n",
+      "0.39402  et  0.1\n",
+      "4.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 444\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 444\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 444\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 444\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 444\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 444\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 444\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 444\n",
+      "1.172229201  et  1.1840699\n",
+      "-8.0\n",
+      "Game #: 444\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 444\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 444\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 444\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 444\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 444\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 444\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 444\n",
+      "0.299  et  0.0\n",
+      "-1.0\n",
+      "Game #: 444\n",
+      "0.69501  et  0.0\n",
+      "0.0\n",
+      "Game #: 444\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 444\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 444\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 445\n",
+      "4998.91011138  et  0.0\n",
+      "0.0\n",
+      "Game #: 445\n",
+      "6.60639405988  et  0.0\n",
+      "1.0\n",
+      "Game #: 445\n",
+      "3.12079600999  et  0.0\n",
+      "2.0\n",
+      "Game #: 445\n",
+      "19.2950043984  et  0.1\n",
+      "3.0\n",
+      "Game #: 445\n",
+      "262.277127073  et  1.178179301\n",
+      "4.0\n",
+      "Game #: 445\n",
+      "4.68903521099  et  0.5890599\n",
+      "5.0\n",
+      "Game #: 445\n",
+      "2.348418502  et  0.1\n",
+      "6.0\n",
+      "Game #: 445\n",
+      "5.42232415988  et  0.59501\n",
+      "7.0\n",
+      "Game #: 445\n",
+      "217.197025036  et  0.4920499\n",
+      "8.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 445\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 445\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 445\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 445\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 445\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 445\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 445\n",
+      "0.0  et  1.3830699\n",
+      "-8.0\n",
+      "Game #: 445\n",
+      "0.39402  et  0.5900798\n",
+      "0.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 445\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 445\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 445\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 445\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 445\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 445\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 445\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 445\n",
+      "0.39402  et  0.1\n",
+      "2.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 445\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 445\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.1\n",
+      "0.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Game #: 445\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 445\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 446\n",
+      "3949.67494004  et  64.397594451\n",
+      "-3.0\n",
+      "Game #: 446\n",
+      "50.0286063119  et  0.19701\n",
+      "-2.0\n",
+      "Game #: 446\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 446\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 446\n",
+      "98.6777472597  et  0.0\n",
+      "-7.0\n",
+      "Game #: 446\n",
+      "0.49601  et  0.0\n",
+      "-6.0\n",
+      "Game #: 446\n",
+      "1.668239201  et  0.0\n",
+      "-5.0\n",
+      "Game #: 446\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 446\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 446\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 446\n",
+      "0.8880599  et  0.1\n",
+      "-1.0\n",
+      "Game #: 446\n",
+      "0.49402  et  0.1\n",
+      "0.0\n",
+      "Game #: 446\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 446\n",
+      "0.4910598  et  0.29602\n",
+      "2.0\n",
+      "Game #: 446\n",
+      "0.7840998  et  0.199\n",
+      "3.0\n",
+      "Game #: 446\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 446\n",
+      "1.85349700899  et  1.473219201\n",
+      "5.0\n",
+      "Game #: 446\n",
+      "1.55456611398  et  0.5890798\n",
+      "6.0\n",
+      "Game #: 446\n",
+      "0.39601  et  0.0\n",
+      "7.0\n",
+      "Game #: 446\n",
+      "0.199  et  0.0\n",
+      "8.0\n",
+      "Game #: 446\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 446\n",
+      "3.48368606782  et  0.976258802\n",
+      "10.0\n",
+      "Game #: 446\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 446\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 446\n",
+      "0.39601  et  0.0\n",
+      "10.0\n",
+      "Game #: 446\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 446\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 446\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 446\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 446\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 446\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 446\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 446\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 446\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 446\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 446\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 446\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 446\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 446\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 446\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 446\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 446\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 446\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 446\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 446\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 446\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 446\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 446\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 446\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 446\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 446\n",
+      "0.39402  et  0.1\n",
+      "2.0\n",
+      "Game #: 446\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 446\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 446\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 446\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 446\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 446\n",
+      "0.19701  et  0.49601\n",
+      "0.0\n",
+      "Game #: 446\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 446\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 446\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 446\n",
+      "0.198  et  0.39602\n",
+      "0.0\n",
+      "Game #: 446\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 447\n",
+      "1174.9407523  et  0.0\n",
+      "-8.0\n",
+      "Game #: 447\n",
+      "1.867239201  et  0.099\n",
+      "-7.0\n",
+      "Game #: 447\n",
+      "6.31038405988  et  0.0\n",
+      "-6.0\n",
+      "Game #: 447\n",
+      "91.7149212024  et  0.49601\n",
+      "-5.0\n",
+      "Game #: 447\n",
+      "3.60112361798  et  0.39601\n",
+      "-4.0\n",
+      "Game #: 447\n",
+      "5.54015337581  et  1.367308702\n",
+      "-3.0\n",
+      "Game #: 447\n",
+      "18.483879038  et  0.69501\n",
+      "-2.0\n",
+      "Game #: 447\n",
+      "1.272268802  et  1.0830998\n",
+      "-1.0\n",
+      "Game #: 447\n",
+      "0.4920499  et  0.39601\n",
+      "0.0\n",
+      "Game #: 447\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 447\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 447\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 447\n",
+      "0.19701  et  0.49601\n",
+      "0.0\n",
+      "Game #: 447\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 447\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 447\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 447\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 447\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 447\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 447\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 447\n",
+      "1.771199301  et  0.199\n",
+      "3.0\n",
+      "Game #: 447\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 447\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 447\n",
+      "0.39601  et  0.6890599\n",
+      "0.0\n",
+      "Game #: 447\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 447\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 447\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 447\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 447\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 447\n",
+      "0.1  et  0.49601\n",
+      "0.0\n",
+      "Game #: 447\n",
+      "1.3830699  et  2.057299101\n",
+      "-8.0\n",
+      "Game #: 447\n",
+      "0.29701  et  1.081149401\n",
+      "0.0\n",
+      "Game #: 447\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 447\n",
+      "1.566249201  et  0.69501\n",
+      "2.0\n",
+      "Game #: 447\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 447\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 447\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 447\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 447\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 447\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 447\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 447\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 447\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 447\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 447\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 447\n",
+      "0.39402  et  0.1\n",
+      "3.0\n",
+      "Game #: 447\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 447\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 447\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 447\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 447\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 447\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 447\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 447\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 447\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 447\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 447\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 447\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 447\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 447\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 447\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 447\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 448\n",
+      "152.76445505  et  156.3368105\n",
+      "0.0\n",
+      "Game #: 448\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 448\n",
+      "2.744428502  et  0.1\n",
+      "4.0\n",
+      "Game #: 448\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 448\n",
+      "3.12079600999  et  0.0\n",
+      "7.0\n",
+      "Game #: 448\n",
+      "0.198  et  0.1\n",
+      "8.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 448\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 448\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 448\n",
+      "0.39402  et  0.4900798\n",
+      "-8.0\n",
+      "Game #: 448\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 448\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 448\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 448\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 448\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 448\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 448\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 448\n",
+      "0.299  et  0.0\n",
+      "-1.0\n",
+      "Game #: 448\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 448\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 448\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 448\n",
+      "0.199  et  0.0\n",
+      "9.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 448\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 448\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 448\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 448\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 448\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 448\n",
+      "0.199  et  0.29701\n",
+      "-8.0\n",
+      "Game #: 448\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 448\n",
+      "0.299  et  0.29601\n",
+      "1.0\n",
+      "Game #: 448\n",
+      "1.3830699  et  0.0\n",
+      "2.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 448\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 448\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 448\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 449\n",
+      "153.26046505  et  0.0\n",
+      "-4.0\n",
+      "Game #: 449\n",
+      "0.299  et  0.099\n",
+      "-3.0\n",
+      "Game #: 449\n",
+      "0.49601  et  0.0\n",
+      "-2.0\n",
+      "Game #: 449\n",
+      "1.0830998  et  0.1\n",
+      "-1.0\n",
+      "Game #: 449\n",
+      "0.199  et  0.1\n",
+      "0.0\n",
+      "Game #: 449\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 449\n",
+      "0.198  et  0.7880798\n",
+      "-8.0\n",
+      "Game #: 449\n",
+      "1.174219002  et  1.65849681198\n",
+      "0.0\n",
+      "Game #: 449\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 449\n",
+      "1.85744740799  et  4.93753643948\n",
+      "0.0\n",
+      "Game #: 449\n",
+      "0.19701  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 449\n",
+      "0.979179301  et  1.95744740799\n",
+      "0.0\n",
+      "Game #: 449\n",
+      "4.06605101356  et  12.6510535413\n",
+      "-8.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 449\n",
+      "0.19701  et  0.49601\n",
+      "0.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 449\n",
+      "0.39501  et  0.299\n",
+      "2.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 449\n",
+      "1.560358602  et  0.1\n",
+      "4.0\n",
+      "Game #: 449\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 449\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 449\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 449\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 449\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 449\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 449\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 449\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 449\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 449\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 449\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 449\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 449\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 450\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 450\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 450\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 450\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 450\n",
+      "0.69501  et  0.6880599\n",
+      "1.0\n",
+      "Game #: 450\n",
+      "0.59501  et  0.0\n",
+      "2.0\n",
+      "Game #: 450\n",
+      "3.31979600999  et  0.299\n",
+      "3.0\n",
+      "Game #: 450\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 450\n",
+      "2.62793283391  et  1.95644740799\n",
+      "5.0\n",
+      "Game #: 450\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 450\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 450\n",
+      "0.29601  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 450\n",
+      "0.199  et  1.475189301\n",
+      "0.0\n",
+      "Game #: 450\n",
+      "0.1  et  1.964249201\n",
+      "-8.0\n",
+      "Game #: 450\n",
+      "0.1  et  0.298\n",
+      "0.0\n",
+      "Game #: 450\n",
+      "0.29601  et  1.3830699\n",
+      "-8.0\n",
+      "Game #: 450\n",
+      "1.1840699  et  1.272229201\n",
+      "0.0\n",
+      "Game #: 450\n",
+      "0.59202  et  0.8850998\n",
+      "-8.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 450\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 450\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 450\n",
+      "3.11307223491  et  1.280149401\n",
+      "2.0\n",
+      "Game #: 450\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 450\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 450\n",
+      "0.39501  et  0.299\n",
+      "5.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 450\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 450\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 450\n",
+      "0.7840998  et  0.1\n",
+      "5.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 450\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 450\n",
+      "0.29701  et  0.199\n",
+      "2.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 450\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 450\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 450\n",
+      "1.568258902  et  0.49502\n",
+      "9.0\n",
+      "Game #: 450\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 450\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 450\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 451\n",
+      "2472.81687339  et  0.0\n",
+      "1.0\n",
+      "Game #: 451\n",
+      "6.07210511099  et  0.0\n",
+      "2.0\n",
+      "Game #: 451\n",
+      "31.9575556763  et  2.04076501598\n",
+      "3.0\n",
+      "Game #: 451\n",
+      "0.39601  et  0.0\n",
+      "4.0\n",
+      "Game #: 451\n",
+      "0.39501  et  0.299\n",
+      "5.0\n",
+      "Game #: 451\n",
+      "1.468268802  et  0.8850998\n",
+      "6.0\n",
+      "Game #: 451\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 451\n",
+      "0.978199002  et  0.7880798\n",
+      "8.0\n",
+      "Game #: 451\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 451\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 451\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 451\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 451\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 451\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 451\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 451\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 451\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 451\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 451\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 451\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 451\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 451\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 451\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 451\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 451\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 451\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 451\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 451\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 451\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 451\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 451\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 451\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 451\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 451\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 451\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 451\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 451\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 451\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 451\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 451\n",
+      "0.39601  et  0.0\n",
+      "6.0\n",
+      "Game #: 451\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 451\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 452\n",
+      "333.183264695  et  40.1910549\n",
+      "-1.0\n",
+      "Game #: 452\n",
+      "7.29744395988  et  0.3920499\n",
+      "0.0\n",
+      "Game #: 452\n",
+      "20.7107528809  et  10.7533484431\n",
+      "1.0\n",
+      "Game #: 452\n",
+      "27.9846957366  et  14.2391437701\n",
+      "2.0\n",
+      "Game #: 452\n",
+      "1.767239201  et  0.0\n",
+      "3.0\n",
+      "Game #: 452\n",
+      "85.2821740075  et  0.39602\n",
+      "4.0\n",
+      "Game #: 452\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 452\n",
+      "100.51447337  et  0.0\n",
+      "6.0\n",
+      "Game #: 452\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 452\n",
+      "156.873210493  et  1.36342740799\n",
+      "8.0\n",
+      "Game #: 452\n",
+      "12.3586642792  et  0.1\n",
+      "9.0\n",
+      "Game #: 452\n",
+      "18.4454616962  et  0.199\n",
+      "10.0\n",
+      "Game #: 452\n",
+      "4.04857387028  et  2.32218975384\n",
+      "10.0\n",
+      "Game #: 452\n",
+      "1.1781198  et  0.299\n",
+      "10.0\n",
+      "Game #: 452\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 452\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 452\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 452\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 452\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 452\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 452\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 452\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 452\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 452\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 452\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 452\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 452\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 452\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 452\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 452\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 452\n",
+      "1.568239201  et  0.1\n",
+      "2.0\n",
+      "Game #: 452\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 452\n",
+      "0.39601  et  0.1\n",
+      "4.0\n",
+      "Game #: 452\n",
+      "0.39601  et  0.0\n",
+      "5.0\n",
+      "Game #: 452\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 452\n",
+      "0.7840998  et  0.39601\n",
+      "7.0\n",
+      "Game #: 452\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 452\n",
+      "0.199  et  0.0\n",
+      "9.0\n",
+      "Game #: 452\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 452\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 452\n",
+      "0.29601  et  0.199\n",
+      "10.0\n",
+      "Game #: 452\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 452\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 452\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 452\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 453\n",
+      "2496.39050903  et  156.238800499\n",
+      "1.0\n",
+      "Game #: 453\n",
+      "14.0322227179  et  7.79983702827\n",
+      "2.0\n",
+      "Game #: 453\n",
+      "1.964249201  et  0.0\n",
+      "3.0\n",
+      "Game #: 453\n",
+      "6.40938405988  et  0.0\n",
+      "4.0\n",
+      "Game #: 453\n",
+      "0.59501  et  0.0\n",
+      "5.0\n",
+      "Game #: 453\n",
+      "1.271268802  et  0.8840998\n",
+      "6.0\n",
+      "Game #: 453\n",
+      "22.2610058055  et  0.49601\n",
+      "7.0\n",
+      "Game #: 453\n",
+      "28.9455277085  et  2.33092283391\n",
+      "8.0\n",
+      "Game #: 453\n",
+      "12.7546742792  et  0.3920499\n",
+      "9.0\n",
+      "Game #: 453\n",
+      "0.7880599  et  0.0\n",
+      "10.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 453\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 453\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 453\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 453\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 453\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 453\n",
+      "0.198  et  0.29602\n",
+      "-8.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 453\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 453\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 453\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 453\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 453\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 453\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 453\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 453\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 453\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 453\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 453\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 453\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 454\n",
+      "14801.3577132  et  5.1\n",
+      "-7.0\n",
+      "Game #: 454\n",
+      "3.41979600999  et  0.3920499\n",
+      "-6.0\n",
+      "Game #: 454\n",
+      "1.668239201  et  0.0\n",
+      "-5.0\n",
+      "Game #: 454\n",
+      "0.8880599  et  0.0\n",
+      "-4.0\n",
+      "Game #: 454\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 454\n",
+      "0.49402  et  0.1\n",
+      "-2.0\n",
+      "Game #: 454\n",
+      "4.2466037624  et  3.00441874889\n",
+      "-1.0\n",
+      "Game #: 454\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 454\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 454\n",
+      "1.560358602  et  0.1\n",
+      "2.0\n",
+      "Game #: 454\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 454\n",
+      "0.5890599  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 454\n",
+      "0.5890599  et  0.882169301\n",
+      "0.0\n",
+      "Game #: 454\n",
+      "2.33273610999  et  2.50840874889\n",
+      "-8.0\n",
+      "Game #: 454\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 454\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 454\n",
+      "0.199  et  0.8880599\n",
+      "0.0\n",
+      "Game #: 454\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 454\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 454\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 454\n",
+      "3.12079600999  et  0.0\n",
+      "4.0\n",
+      "Game #: 454\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 454\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 454\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 454\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 454\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 454\n",
+      "0.59202  et  0.299\n",
+      "10.0\n",
+      "Game #: 454\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 454\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 454\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 454\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 454\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 454\n",
+      "0.298  et  0.1\n",
+      "-5.0\n",
+      "Game #: 454\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 454\n",
+      "0.299  et  0.099\n",
+      "-3.0\n",
+      "Game #: 454\n",
+      "0.299  et  0.0\n",
+      "-2.0\n",
+      "Game #: 454\n",
+      "0.199  et  0.1\n",
+      "-1.0\n",
+      "Game #: 454\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 454\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 454\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 454\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 454\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 454\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 454\n",
+      "0.39601  et  0.0\n",
+      "6.0\n",
+      "Game #: 454\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 454\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 454\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 454\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 454\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 454\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 454\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 454\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 454\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 454\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 454\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 454\n",
+      "-4.9  et  0.0\n",
+      "-8.0\n",
+      "Game #: 454\n",
+      "-5.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 454\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 454\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 454\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 454\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 454\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 455\n",
+      "2343.23209708  et  0.0\n",
+      "-6.0\n",
+      "Game #: 455\n",
+      "703.752788134  et  0.0\n",
+      "-5.0\n",
+      "Game #: 455\n",
+      "1.082139401  et  0.5920499\n",
+      "-4.0\n",
+      "Game #: 455\n",
+      "4.00109371798  et  1.2781198\n",
+      "-3.0\n",
+      "Game #: 455\n",
+      "0.8900499  et  0.199\n",
+      "-2.0\n",
+      "Game #: 455\n",
+      "0.49601  et  0.1\n",
+      "-1.0\n",
+      "Game #: 455\n",
+      "0.299  et  0.099\n",
+      "0.0\n",
+      "Game #: 455\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 455\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 455\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 455\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 455\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 455\n",
+      "0.59501  et  0.0\n",
+      "4.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 455\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 455\n",
+      "0.1  et  0.298\n",
+      "0.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 455\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 455\n",
+      "1.1840699  et  0.0\n",
+      "4.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 455\n",
+      "0.59501  et  0.0\n",
+      "9.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 455\n",
+      "0.59501  et  0.099\n",
+      "10.0\n",
+      "Game #: 455\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 455\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 455\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 455\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 455\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 455\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 455\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 456\n",
+      "2941.40955584  et  113.827327807\n",
+      "-16.0\n",
+      "Game #: 456\n",
+      "0.69501  et  0.29601\n",
+      "-15.0\n",
+      "Game #: 456\n",
+      "18.8059444984  et  0.1\n",
+      "-14.0\n",
+      "Game #: 456\n",
+      "0.69501  et  0.0\n",
+      "-13.0\n",
+      "Game #: 456\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 456\n",
+      "1.081149401  et  1.76138780699\n",
+      "0.0\n",
+      "Game #: 456\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 456\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 456\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 456\n",
+      "3.10511361798  et  0.1\n",
+      "4.0\n",
+      "Game #: 456\n",
+      "1.560358602  et  0.1\n",
+      "5.0\n",
+      "Game #: 456\n",
+      "2.348418502  et  0.1\n",
+      "6.0\n",
+      "Game #: 456\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 456\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 456\n",
+      "0.7840998  et  0.39601\n",
+      "9.0\n",
+      "Game #: 456\n",
+      "0.7880599  et  0.0\n",
+      "10.0\n",
+      "Game #: 456\n",
+      "3.68845904789  et  1.473219201\n",
+      "10.0\n",
+      "Game #: 456\n",
+      "2.53374541498  et  0.6870898\n",
+      "10.0\n",
+      "Game #: 456\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 456\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 456\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 456\n",
+      "0.198  et  0.29602\n",
+      "-8.0\n",
+      "Game #: 456\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 456\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 456\n",
+      "0.29601  et  0.69501\n",
+      "0.0\n",
+      "Game #: 456\n",
+      "0.0  et  1.964249201\n",
+      "-8.0\n",
+      "Game #: 456\n",
+      "0.198  et  0.39602\n",
+      "0.0\n",
+      "Game #: 456\n",
+      "0.7860699  et  1.077209201\n",
+      "-8.0\n",
+      "Game #: 456\n",
+      "0.0  et  4.60386590999\n",
+      "0.0\n",
+      "Game #: 456\n",
+      "0.199  et  14.2608096396\n",
+      "-8.0\n",
+      "Game #: 456\n",
+      "0.883139401  et  1.66535790699\n",
+      "0.0\n",
+      "Game #: 456\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 456\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 456\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 456\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 456\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 456\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 456\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 456\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 456\n",
+      "0.5900598  et  0.39602\n",
+      "3.0\n",
+      "Game #: 456\n",
+      "0.29602  et  0.198\n",
+      "4.0\n",
+      "Game #: 456\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 456\n",
+      "1.372238902  et  0.7870898\n",
+      "6.0\n",
+      "Game #: 456\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 456\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 456\n",
+      "0.099  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 456\n",
+      "0.6910499  et  0.983139401\n",
+      "0.0\n",
+      "Game #: 456\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 456\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 456\n",
+      "0.39601  et  0.0\n",
+      "3.0\n",
+      "Game #: 456\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 456\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 456\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 456\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 456\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 456\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 456\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 456\n",
+      "0.4910499  et  1.0870599\n",
+      "0.0\n",
+      "Game #: 456\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 456\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 456\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 456\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 457\n",
+      "54.8450449  et  5.1\n",
+      "-8.0\n",
+      "Game #: 457\n",
+      "0.299  et  0.0\n",
+      "-7.0\n",
+      "Game #: 457\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 457\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 457\n",
+      "0.69501  et  1.668239201\n",
+      "0.0\n",
+      "Game #: 457\n",
+      "0.39701  et  1.178159401\n",
+      "-8.0\n",
+      "Game #: 457\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 457\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 457\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 457\n",
+      "0.0  et  2.555299101\n",
+      "-8.0\n",
+      "Game #: 457\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 457\n",
+      "2.655299101  et  0.0\n",
+      "-7.0\n",
+      "Game #: 457\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 457\n",
+      "0.299  et  0.0\n",
+      "-5.0\n",
+      "Game #: 457\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 457\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 457\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 457\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 457\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 457\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 457\n",
+      "0.299  et  0.0\n",
+      "2.0\n",
+      "Game #: 457\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 457\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 457\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 457\n",
+      "2.356299101  et  0.0\n",
+      "6.0\n",
+      "Game #: 457\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 457\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 457\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 457\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 457\n",
+      "13.857540079  et  0.980179301\n",
+      "10.0\n",
+      "Game #: 457\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 457\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 457\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 457\n",
+      "0.7840998  et  0.1\n",
+      "10.0\n",
+      "Game #: 457\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 457\n",
+      "1.560358602  et  0.39601\n",
+      "10.0\n",
+      "Game #: 457\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 457\n",
+      "0.199  et  0.099\n",
+      "10.0\n",
+      "Game #: 457\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 457\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 457\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 457\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 457\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 457\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 457\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 457\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 457\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 457\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 458\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 458\n",
+      "13.5427341792  et  0.0\n",
+      "2.0\n",
+      "Game #: 458\n",
+      "9.33118006987  et  0.0\n",
+      "3.0\n",
+      "Game #: 458\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 458\n",
+      "1.568239201  et  2.04460670899\n",
+      "0.0\n",
+      "Game #: 458\n",
+      "0.7840998  et  0.876258802\n",
+      "-8.0\n",
+      "Game #: 458\n",
+      "0.198  et  0.39602\n",
+      "0.0\n",
+      "Game #: 458\n",
+      "1.45852621398  et  2.51919975384\n",
+      "-8.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 458\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 458\n",
+      "0.781189002  et  0.5890798\n",
+      "5.0\n",
+      "Game #: 458\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 458\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 458\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 458\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 458\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 458\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 458\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 458\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 458\n",
+      "0.0  et  -5.0\n",
+      "3.0\n",
+      "Game #: 458\n",
+      "0.0  et  -5.0\n",
+      "4.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 458\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 458\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 459\n",
+      "153.16046505  et  156.728860399\n",
+      "0.0\n",
+      "Game #: 459\n",
+      "1.3830699  et  1.369239201\n",
+      "1.0\n",
+      "Game #: 459\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 459\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 459\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 459\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 459\n",
+      "44.399401553  et  0.49601\n",
+      "-5.0\n",
+      "Game #: 459\n",
+      "0.49601  et  0.1\n",
+      "-4.0\n",
+      "Game #: 459\n",
+      "0.8840998  et  0.1\n",
+      "-3.0\n",
+      "Game #: 459\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 459\n",
+      "3.20511361798  et  0.1\n",
+      "-1.0\n",
+      "Game #: 459\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 459\n",
+      "0.9850699  et  0.299\n",
+      "1.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 459\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 459\n",
+      "1.077199002  et  0.8880798\n",
+      "2.0\n",
+      "Game #: 459\n",
+      "0.881169202  et  0.5910598\n",
+      "3.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 459\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 459\n",
+      "0.39501  et  0.299\n",
+      "3.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 459\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 459\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 459\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 459\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 459\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 459\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.69501\n",
+      "0.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 459\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 459\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 459\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 459\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 460\n",
+      "15.249  et  0.0\n",
+      "-3.0\n",
+      "Game #: 460\n",
+      "4.20785590999  et  0.0\n",
+      "-2.0\n",
+      "Game #: 460\n",
+      "6.31038405988  et  0.0\n",
+      "-1.0\n",
+      "Game #: 460\n",
+      "12.8546742792  et  0.0\n",
+      "0.0\n",
+      "Game #: 460\n",
+      "1.759358602  et  0.1\n",
+      "1.0\n",
+      "Game #: 460\n",
+      "0.59501  et  0.0\n",
+      "2.0\n",
+      "Game #: 460\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 460\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 460\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 460\n",
+      "0.59202  et  0.299\n",
+      "6.0\n",
+      "Game #: 460\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 460\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 460\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 460\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 460\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 460\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 460\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 460\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 460\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 460\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 460\n",
+      "0.39402  et  0.199\n",
+      "7.0\n",
+      "Game #: 460\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 460\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 460\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 460\n",
+      "1.75059601398  et  0.976258802\n",
+      "10.0\n",
+      "Game #: 460\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 460\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 460\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 460\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 460\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 460\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 460\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 460\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 460\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 460\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 460\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 460\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 460\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 460\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 460\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 460\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 460\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 460\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 461\n",
+      "94.733189251  et  232.228366143\n",
+      "0.0\n",
+      "Game #: 461\n",
+      "0.299  et  0.39501\n",
+      "-8.0\n",
+      "Game #: 461\n",
+      "0.49601  et  0.5910499\n",
+      "0.0\n",
+      "Game #: 461\n",
+      "1.0830998  et  1.172268802\n",
+      "-8.0\n",
+      "Game #: 461\n",
+      "0.39402  et  0.5900798\n",
+      "0.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 461\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 461\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 461\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 461\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 461\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 461\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 461\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 461\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 461\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 461\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 461\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 461\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 461\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 461\n",
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+      "0.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 461\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 461\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 461\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 462\n",
+      "310.088325449  et  0.0\n",
+      "-3.0\n",
+      "Game #: 462\n",
+      "0.299  et  0.0\n",
+      "-2.0\n",
+      "Game #: 462\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
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+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 462\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 462\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 462\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 462\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 462\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 462\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 462\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 462\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 462\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 462\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 462\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 462\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 462\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 462\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 462\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 462\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 462\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 462\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 462\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 462\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 462\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 462\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 462\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 462\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 462\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 462\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 462\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 462\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 463\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 463\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 463\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 463\n",
+      "0.39601  et  0.0\n",
+      "4.0\n",
+      "Game #: 463\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 463\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 463\n",
+      "0.39601  et  0.0\n",
+      "7.0\n",
+      "Game #: 463\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 463\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 463\n",
+      "2.72492332992  et  0.885119501\n",
+      "10.0\n",
+      "Game #: 463\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 463\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 463\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 463\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 463\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 463\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 463\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 463\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 463\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 463\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 463\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 463\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 463\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 463\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 463\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 463\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 463\n",
+      "0.0  et  -5.0\n",
+      "3.0\n",
+      "Game #: 463\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 463\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 463\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 463\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 463\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 463\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 464\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 464\n",
+      "1.767239201  et  0.0\n",
+      "1.0\n",
+      "Game #: 464\n",
+      "1.560358602  et  0.1\n",
+      "2.0\n",
+      "Game #: 464\n",
+      "2.24364591398  et  1.172268802\n",
+      "3.0\n",
+      "Game #: 464\n",
+      "0.39601  et  0.1\n",
+      "4.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 464\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 464\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 464\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 464\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 464\n",
+      "0.198  et  0.39602\n",
+      "0.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 464\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 464\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 464\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 464\n",
+      "0.198  et  0.7880798\n",
+      "-8.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 464\n",
+      "0.39402  et  0.199\n",
+      "5.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 464\n",
+      "0.198  et  0.1\n",
+      "8.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 464\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 464\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 465\n",
+      "9.059  et  4.1\n",
+      "1.0\n",
+      "Game #: 465\n",
+      "2.951309101  et  0.0\n",
+      "2.0\n",
+      "Game #: 465\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 465\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 465\n",
+      "0.39601  et  0.0\n",
+      "5.0\n",
+      "Game #: 465\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 465\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 465\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 465\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 465\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 465\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 465\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 465\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 465\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 465\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 465\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 465\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 465\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 465\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 465\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 465\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 465\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 465\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 465\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 465\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 465\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 465\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 465\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 465\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 465\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 465\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 466\n",
+      "74.649505  et  0.0\n",
+      "-16.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "-15.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "-14.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "-13.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "-12.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 466\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 466\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 466\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 466\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 466\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 466\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 466\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 466\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 466\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 466\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 466\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 466\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 466\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 466\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 466\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 466\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 466\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 466\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 466\n",
+      "0.299  et  0.0\n",
+      "4.0\n",
+      "Game #: 466\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 466\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 466\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 466\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 466\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 466\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 466\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 466\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 466\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 466\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 466\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 466\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 467\n",
+      "2472.81687339  et  2453.18870466\n",
+      "-8.0\n",
+      "Game #: 467\n",
+      "48.5468354656  et  3.02079600999\n",
+      "-7.0\n",
+      "Game #: 467\n",
+      "62.5373431719  et  0.1\n",
+      "-6.0\n",
+      "Game #: 467\n",
+      "7.80918341  et  4.15339703848\n",
+      "-5.0\n",
+      "Game #: 467\n",
+      "6.32606645189  et  0.199\n",
+      "-4.0\n",
+      "Game #: 467\n",
+      "13.177360778  et  0.880179301\n",
+      "-3.0\n",
+      "Game #: 467\n",
+      "0.49601  et  0.0\n",
+      "-2.0\n",
+      "Game #: 467\n",
+      "0.49601  et  0.0\n",
+      "-1.0\n",
+      "Game #: 467\n",
+      "2.43665660899  et  0.49601\n",
+      "0.0\n",
+      "Game #: 467\n",
+      "8.45831000658  et  2.3250911409\n",
+      "1.0\n",
+      "Game #: 467\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 467\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 467\n",
+      "6.56954807938  et  1.95155680899\n",
+      "4.0\n",
+      "Game #: 467\n",
+      "19.3148492042  et  17.3466994902\n",
+      "5.0\n",
+      "Game #: 467\n",
+      "0.883139401  et  0.6910499\n",
+      "6.0\n",
+      "Game #: 467\n",
+      "2.82378600999  et  2.752309101\n",
+      "7.0\n",
+      "Game #: 467\n",
+      "0.6880599  et  0.49601\n",
+      "8.0\n",
+      "Game #: 467\n",
+      "0.7840998  et  0.199\n",
+      "9.0\n",
+      "Game #: 467\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 467\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 467\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 467\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 467\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 467\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 467\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 467\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 467\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 467\n",
+      "0.099  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 467\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 467\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 467\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 467\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 467\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 467\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 467\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 467\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 467\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 467\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 467\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 467\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 467\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 467\n",
+      "0.5910499  et  0.49601\n",
+      "5.0\n",
+      "Game #: 467\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 467\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 467\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 467\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 467\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 467\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 467\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 467\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 467\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 467\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 467\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 467\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 467\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 467\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 467\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 467\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 467\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 467\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 467\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 467\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 468\n",
+      "75.0415549  et  0.0\n",
+      "-16.0\n",
+      "Game #: 468\n",
+      "0.1  et  0.0\n",
+      "-15.0\n",
+      "Game #: 468\n",
+      "4.00885590999  et  0.0\n",
+      "-14.0\n",
+      "Game #: 468\n",
+      "73.4908336799  et  18.589979173\n",
+      "-13.0\n",
+      "Game #: 468\n",
+      "0.983139401  et  0.4920499\n",
+      "-12.0\n",
+      "Game #: 468\n",
+      "35.1018888174  et  9.97209033607\n",
+      "-11.0\n",
+      "Game #: 468\n",
+      "2.43669581398  et  0.39602\n",
+      "-10.0\n",
+      "Game #: 468\n",
+      "1.0870599  et  0.1\n",
+      "-9.0\n",
+      "Game #: 468\n",
+      "1.668239201  et  0.3920499\n",
+      "-8.0\n",
+      "Game #: 468\n",
+      "6.27917609978  et  0.1\n",
+      "-7.0\n",
+      "Game #: 468\n",
+      "0.49601  et  0.0\n",
+      "-6.0\n",
+      "Game #: 468\n",
+      "0.69501  et  0.0\n",
+      "-5.0\n",
+      "Game #: 468\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 468\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 468\n",
+      "2.54357680899  et  0.39601\n",
+      "-2.0\n",
+      "Game #: 468\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 468\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 468\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 468\n",
+      "0.299  et  0.0\n",
+      "2.0\n",
+      "Game #: 468\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 468\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 468\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 468\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 468\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 468\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 468\n",
+      "0.7860699  et  0.299\n",
+      "9.0\n",
+      "Game #: 468\n",
+      "0.39601  et  0.0\n",
+      "10.0\n",
+      "Game #: 468\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 468\n",
+      "0.59202  et  0.299\n",
+      "10.0\n",
+      "Game #: 468\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 468\n",
+      "0.883139401  et  3.41406223491\n",
+      "0.0\n",
+      "Game #: 468\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 468\n",
+      "0.39402  et  0.1\n",
+      "2.0\n",
+      "Game #: 468\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 468\n",
+      "0.198  et  0.39602\n",
+      "0.0\n",
+      "Game #: 468\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 468\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 468\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 468\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 468\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 468\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 468\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 468\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 468\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 468\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 468\n",
+      "0.198  et  0.39602\n",
+      "0.0\n",
+      "Game #: 468\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 468\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 468\n",
+      "0.39601  et  0.0\n",
+      "3.0\n",
+      "Game #: 468\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 468\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 468\n",
+      "1.666278802  et  0.9840998\n",
+      "6.0\n",
+      "Game #: 468\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 468\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 468\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 468\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 468\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 468\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 468\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 468\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 468\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 468\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 469\n",
+      "470.579112004  et  5.1\n",
+      "-16.0\n",
+      "Game #: 469\n",
+      "0.1  et  0.0\n",
+      "-15.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "-14.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "-13.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "-12.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 469\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 469\n",
+      "0.299  et  0.0\n",
+      "2.0\n",
+      "Game #: 469\n",
+      "0.299  et  0.0\n",
+      "3.0\n",
+      "Game #: 469\n",
+      "0.299  et  0.0\n",
+      "4.0\n",
+      "Game #: 469\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 469\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 469\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 469\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 469\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 469\n",
+      "0.299  et  0.29601\n",
+      "-8.0\n",
+      "Game #: 469\n",
+      "0.199  et  0.0\n",
+      "-7.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 469\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 469\n",
+      "1.2840699  et  0.0\n",
+      "2.0\n",
+      "Game #: 469\n",
+      "0.49601  et  0.0\n",
+      "3.0\n",
+      "Game #: 469\n",
+      "0.299  et  0.0\n",
+      "4.0\n",
+      "Game #: 469\n",
+      "0.299  et  0.0\n",
+      "5.0\n",
+      "Game #: 469\n",
+      "0.299  et  0.0\n",
+      "6.0\n",
+      "Game #: 469\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 469\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 469\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 469\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 469\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 469\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 469\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 469\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 469\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 469\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 469\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 469\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 469\n",
+      "0.4920499  et  0.39601\n",
+      "10.0\n",
+      "Game #: 469\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 469\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 469\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 470\n",
+      "941.552432888  et  5.1\n",
+      "-4.0\n",
+      "Game #: 470\n",
+      "5.97310511099  et  0.0\n",
+      "-3.0\n",
+      "Game #: 470\n",
+      "0.7910499  et  0.39601\n",
+      "-2.0\n",
+      "Game #: 470\n",
+      "0.6890599  et  0.59501\n",
+      "-1.0\n",
+      "Game #: 470\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 470\n",
+      "0.39601  et  0.1\n",
+      "1.0\n",
+      "Game #: 470\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 470\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 470\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 470\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 470\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 470\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 470\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 470\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 470\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 470\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 470\n",
+      "0.199  et  0.0\n",
+      "0.0\n",
+      "Game #: 470\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 470\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 470\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 470\n",
+      "0.199  et  0.0\n",
+      "-7.0\n",
+      "Game #: 470\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 470\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 470\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 470\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 470\n",
+      "0.59501  et  0.0\n",
+      "-6.0\n",
+      "Game #: 470\n",
+      "0.59501  et  0.29601\n",
+      "-5.0\n",
+      "Game #: 470\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 470\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 470\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 470\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 470\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 470\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 470\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 470\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 470\n",
+      "0.299  et  0.099\n",
+      "4.0\n",
+      "Game #: 470\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 470\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 470\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 470\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 470\n",
+      "0.299  et  0.0\n",
+      "9.0\n",
+      "Game #: 470\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 470\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 470\n",
+      "0.8880599  et  0.19701\n",
+      "10.0\n",
+      "Game #: 470\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 470\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 470\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 470\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 470\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 470\n",
+      "0.29701  et  0.199\n",
+      "10.0\n",
+      "Game #: 470\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 470\n",
+      "0.39601  et  0.0\n",
+      "10.0\n",
+      "Game #: 470\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 470\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 470\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 470\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 470\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 470\n",
+      "5.2352820818  et  2.81901381798\n",
+      "10.0\n",
+      "Game #: 470\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 470\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 470\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 470\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 471\n",
+      "15.149  et  0.0\n",
+      "1.0\n",
+      "Game #: 471\n",
+      "0.199  et  0.099\n",
+      "2.0\n",
+      "Game #: 471\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 471\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 471\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 471\n",
+      "2.344458402  et  0.59501\n",
+      "6.0\n",
+      "Game #: 471\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 471\n",
+      "0.4910598  et  0.29602\n",
+      "8.0\n",
+      "Game #: 471\n",
+      "0.5890599  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 471\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 471\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 471\n",
+      "0.39402  et  0.1\n",
+      "2.0\n",
+      "Game #: 471\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 471\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 471\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 471\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 471\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 471\n",
+      "0.198  et  0.1\n",
+      "8.0\n",
+      "Game #: 471\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 471\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 471\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 471\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 471\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 471\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 471\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 471\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 471\n",
+      "0.8840998  et  0.1\n",
+      "-1.0\n",
+      "Game #: 471\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 471\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 471\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 471\n",
+      "0.39601  et  0.5920499\n",
+      "0.0\n",
+      "Game #: 471\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 471\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 471\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 471\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 471\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 471\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 471\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 471\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 471\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 471\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 471\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 471\n",
+      "0.39501  et  0.299\n",
+      "10.0\n",
+      "Game #: 471\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 471\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 471\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 471\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 471\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 471\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 472\n",
+      "614.936495804  et  0.0\n",
+      "1.0\n",
+      "Game #: 472\n",
+      "0.59501  et  0.0\n",
+      "2.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 472\n",
+      "5.0695196429  et  0.29701\n",
+      "4.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 472\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 472\n",
+      "0.198  et  0.8880798\n",
+      "0.0\n",
+      "Game #: 472\n",
+      "1.45852621398  et  5.01320751014\n",
+      "-8.0\n",
+      "Game #: 472\n",
+      "0.29601  et  1.2840699\n",
+      "0.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 472\n",
+      "2.33669581398  et  0.39602\n",
+      "2.0\n",
+      "Game #: 472\n",
+      "13.5878268829  et  4.24843693848\n",
+      "3.0\n",
+      "Game #: 472\n",
+      "1.95248730799  et  0.5910499\n",
+      "4.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 472\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 472\n",
+      "-5.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 472\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 472\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 472\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 472\n",
+      "0.39402  et  0.1\n",
+      "6.0\n",
+      "Game #: 472\n",
+      "0.4910598  et  0.29602\n",
+      "7.0\n",
+      "Game #: 472\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 472\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 472\n",
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+      "2.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 472\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 472\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 472\n",
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+      "1.0\n",
+      "Game #: 472\n",
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+      "2.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 472\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 472\n",
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+      "10.0\n",
+      "Game #: 472\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 473\n",
+      "626.122902503  et  0.0\n",
+      "1.0\n",
+      "Game #: 473\n",
+      "6.40938405988  et  0.0\n",
+      "2.0\n",
+      "Game #: 473\n",
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+      "3.0\n",
+      "Game #: 473\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 473\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 473\n",
+      "0.39601  et  0.0\n",
+      "6.0\n",
+      "Game #: 473\n",
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+      "7.0\n",
+      "Game #: 473\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 473\n",
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+      "Game #: 473\n",
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+      "1.0\n",
+      "Game #: 473\n",
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+      "2.0\n",
+      "Game #: 473\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 473\n",
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+      "4.0\n",
+      "Game #: 473\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 473\n",
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+      "6.0\n",
+      "Game #: 473\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 473\n",
+      "0.39402  et  0.1\n",
+      "8.0\n",
+      "Game #: 473\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 473\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 473\n",
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+      "1.0\n",
+      "Game #: 473\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 473\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 473\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 473\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 473\n",
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+      "3.0\n",
+      "Game #: 473\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 473\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 473\n",
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+      "6.0\n",
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+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 473\n",
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+      "Game #: 473\n",
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+      "Game #: 473\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 473\n",
+      "random action =  0\n",
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+      "Game #: 473\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 473\n",
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+      "Game #: 473\n",
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+      "2773.80209125  et  368.438771404\n",
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+      "Game #: 474\n",
+      "41.214398233  et  10.7533484431\n",
+      "3.0\n",
+      "Game #: 474\n",
+      "55.6895445158  et  14.2391437701\n",
+      "4.0\n",
+      "Game #: 474\n",
+      "3.51680600999  et  0.0\n",
+      "5.0\n",
+      "Game #: 474\n",
+      "69.8527587467  et  9.97209033607\n",
+      "6.0\n",
+      "Game #: 474\n",
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+      "8.0\n",
+      "Game #: 474\n",
+      "2.344458402  et  0.299\n",
+      "9.0\n",
+      "Game #: 474\n",
+      "4.26189526882  et  0.6890798\n",
+      "10.0\n",
+      "Game #: 474\n",
+      "1.74960601398  et  0.4900798\n",
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+      "Game #: 474\n",
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+      "Game #: 474\n",
+      "0.7840998  et  0.1\n",
+      "10.0\n",
+      "Game #: 474\n",
+      "random action =  1\n",
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+      "0.0\n",
+      "Game #: 474\n",
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+      "1.0\n",
+      "Game #: 474\n",
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+      "Game #: 474\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 474\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 474\n",
+      "0.0  et  1.0870599\n",
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+      "Game #: 474\n",
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+      "Game #: 474\n",
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+      "0.39501  et  0.299\n",
+      "4.0\n",
+      "Game #: 474\n",
+      "0.59202  et  0.299\n",
+      "5.0\n",
+      "Game #: 474\n",
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+      "-8.0\n",
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+      "Game #: 474\n",
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+      "Game #: 474\n",
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+      "Game #: 474\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 474\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 474\n",
+      "0.29601  et  0.199\n",
+      "5.0\n",
+      "Game #: 474\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 474\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 474\n",
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+      "1.0\n",
+      "Game #: 474\n",
+      "0.099  et  0.1\n",
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+      "Game #: 474\n",
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+      "1.0\n",
+      "Game #: 474\n",
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+      "2.0\n",
+      "Game #: 474\n",
+      "0.59302  et  0.1\n",
+      "3.0\n",
+      "Game #: 474\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 474\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 474\n",
+      "0.0  et  0.1\n",
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+      "Game #: 474\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 474\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 474\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 474\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 474\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 474\n",
+      "0.6880599  et  0.49601\n",
+      "6.0\n",
+      "Game #: 474\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 474\n",
+      "0.0  et  0.0\n",
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+      "Game #: 474\n",
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+      "0.0\n",
+      "Game #: 475\n",
+      "856.007559484  et  113.937847358\n",
+      "0.0\n",
+      "Game #: 475\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 475\n",
+      "41.214398233  et  51.6556026937\n",
+      "0.0\n",
+      "Game #: 475\n",
+      "55.6895445158  et  69.3717928408\n",
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+      "Game #: 475\n",
+      "3.10511361798  et  6.61538433878\n",
+      "0.0\n",
+      "Game #: 475\n",
+      "random action =  1\n",
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+      "Game #: 475\n",
+      "0.199  et  0.29701\n",
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+      "Game #: 475\n",
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+      "0.29601  et  0.59501\n",
+      "-8.0\n",
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+      "0.39601  et  0.1\n",
+      "2.0\n",
+      "Game #: 475\n",
+      "0.39402  et  0.199\n",
+      "3.0\n",
+      "Game #: 475\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 475\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 475\n",
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+      "Game #: 475\n",
+      "0.29701  et  0.199\n",
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+      "Game #: 475\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
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+      "4.45519971955  et  7.72078945827\n",
+      "-8.0\n",
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+      "0.4920499  et  1.85744740799\n",
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+      "Game #: 475\n",
+      "3.68463646682  et  5.01905890415\n",
+      "-8.0\n",
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+      "Game #: 475\n",
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+      "Game #: 475\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 475\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 475\n",
+      "0.199  et  0.0\n",
+      "-4.0\n",
+      "Game #: 475\n",
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+      "Game #: 475\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 475\n",
+      "random action =  1\n",
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+      "Game #: 475\n",
+      "0.299  et  0.29601\n",
+      "-8.0\n",
+      "Game #: 475\n",
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+      "Game #: 475\n",
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+      "0.0\n",
+      "Game #: 475\n",
+      "random action =  0\n",
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+      "2.0\n",
+      "Game #: 475\n",
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+      "Game #: 475\n",
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+      "4.0\n",
+      "Game #: 475\n",
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+      "Game #: 475\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 475\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "7.0\n",
+      "Game #: 475\n",
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+      "Game #: 475\n",
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+      "random action =  1\n",
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+      "-11.0\n",
+      "Game #: 476\n",
+      "1.178169301  et  0.6900599\n",
+      "-10.0\n",
+      "Game #: 476\n",
+      "1.280149401  et  0.29701\n",
+      "-9.0\n",
+      "Game #: 476\n",
+      "0.8840998  et  0.1\n",
+      "-8.0\n",
+      "Game #: 476\n",
+      "0.199  et  0.1\n",
+      "-7.0\n",
+      "Game #: 476\n",
+      "0.299  et  0.099\n",
+      "-6.0\n",
+      "Game #: 476\n",
+      "4.88803521099  et  2.43173610999\n",
+      "-5.0\n",
+      "Game #: 476\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 476\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 476\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 476\n",
+      "0.199  et  0.0\n",
+      "-1.0\n",
+      "Game #: 476\n",
+      "0.39601  et  0.0\n",
+      "0.0\n",
+      "Game #: 476\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 476\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 476\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 476\n",
+      "0.299  et  0.29601\n",
+      "-8.0\n",
+      "Game #: 476\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 476\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 476\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 476\n",
+      "0.199  et  0.0\n",
+      "-7.0\n",
+      "Game #: 476\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 476\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 476\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 476\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 476\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 476\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 476\n",
+      "0.199  et  0.0\n",
+      "0.0\n",
+      "Game #: 476\n",
+      "0.39601  et  0.0\n",
+      "1.0\n",
+      "Game #: 476\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 476\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 476\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 476\n",
+      "0.49601  et  0.0\n",
+      "5.0\n",
+      "Game #: 476\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 476\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 476\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 476\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 476\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 476\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 476\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 476\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 476\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 476\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 476\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 476\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 476\n",
+      "0.299  et  0.0\n",
+      "2.0\n",
+      "Game #: 476\n",
+      "0.299  et  0.0\n",
+      "3.0\n",
+      "Game #: 476\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 476\n",
+      "0.299  et  0.099\n",
+      "5.0\n",
+      "Game #: 476\n",
+      "0.299  et  0.0\n",
+      "6.0\n",
+      "Game #: 476\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 476\n",
+      "0.199  et  0.099\n",
+      "8.0\n",
+      "Game #: 476\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 476\n",
+      "0.29701  et  0.199\n",
+      "10.0\n",
+      "Game #: 476\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 476\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 476\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 476\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 477\n",
+      "4926.00557804  et  2453.18870466\n",
+      "-16.0\n",
+      "Game #: 477\n",
+      "99.6569265607  et  0.19701\n",
+      "-15.0\n",
+      "Game #: 477\n",
+      "12.6576642792  et  0.0\n",
+      "-14.0\n",
+      "Game #: 477\n",
+      "2.53573541498  et  1.268308702\n",
+      "-13.0\n",
+      "Game #: 477\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 477\n",
+      "69.8527587467  et  79.2263214953\n",
+      "0.0\n",
+      "Game #: 477\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 477\n",
+      "0.883139401  et  0.4920499\n",
+      "2.0\n",
+      "Game #: 477\n",
+      "0.981149401  et  0.29701\n",
+      "3.0\n",
+      "Game #: 477\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 477\n",
+      "0.39402  et  0.1\n",
+      "5.0\n",
+      "Game #: 477\n",
+      "0.39601  et  0.0\n",
+      "6.0\n",
+      "Game #: 477\n",
+      "0.39601  et  0.0\n",
+      "7.0\n",
+      "Game #: 477\n",
+      "1.172229201  et  1.1840699\n",
+      "-8.0\n",
+      "Game #: 477\n",
+      "0.0  et  0.69501\n",
+      "0.0\n",
+      "Game #: 477\n",
+      "0.59202  et  3.50508371798\n",
+      "-8.0\n",
+      "Game #: 477\n",
+      "0.099  et  1.4830699\n",
+      "0.0\n",
+      "Game #: 477\n",
+      "0.0  et  10.8994192709\n",
+      "-8.0\n",
+      "Game #: 477\n",
+      "0.099  et  5.38404521099\n",
+      "0.0\n",
+      "Game #: 477\n",
+      "0.199  et  1.560358602\n",
+      "-8.0\n",
+      "Game #: 477\n",
+      "0.4930399  et  1.86138780699\n",
+      "0.0\n",
+      "Game #: 477\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 477\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 477\n",
+      "0.4910499  et  0.49601\n",
+      "-8.0\n",
+      "Game #: 477\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 477\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 477\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 477\n",
+      "0.39402  et  0.1\n",
+      "3.0\n",
+      "Game #: 477\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 477\n",
+      "0.198  et  0.39602\n",
+      "0.0\n",
+      "Game #: 477\n",
+      "0.19701  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 477\n",
+      "0.198  et  0.39602\n",
+      "0.0\n",
+      "Game #: 477\n",
+      "0.1  et  0.198\n",
+      "-8.0\n",
+      "Game #: 477\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 477\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 477\n",
+      "1.95248730799  et  0.29701\n",
+      "2.0\n",
+      "Game #: 477\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 477\n",
+      "0.39402  et  0.5900798\n",
+      "0.0\n",
+      "Game #: 477\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 477\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 477\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 477\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 477\n",
+      "0.39402  et  0.199\n",
+      "5.0\n",
+      "Game #: 477\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 477\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 477\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 477\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 477\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 477\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 477\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 477\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 477\n",
+      "0.5910499  et  0.199\n",
+      "3.0\n",
+      "Game #: 477\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 477\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 477\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 477\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 477\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 477\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 477\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 477\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 477\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 477\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 478\n",
+      "7433.92231362  et  5.1\n",
+      "-2.0\n",
+      "Game #: 478\n",
+      "19.065058339  et  0.0\n",
+      "-1.0\n",
+      "Game #: 478\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 478\n",
+      "1.767239201  et  0.0\n",
+      "1.0\n",
+      "Game #: 478\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 478\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 478\n",
+      "4.96447221998  et  0.299\n",
+      "-7.0\n",
+      "Game #: 478\n",
+      "10.8904250782  et  0.59501\n",
+      "-6.0\n",
+      "Game #: 478\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 478\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 478\n",
+      "18.5454616962  et  0.39601\n",
+      "-3.0\n",
+      "Game #: 478\n",
+      "36.8064687755  et  0.199\n",
+      "-2.0\n",
+      "Game #: 478\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 478\n",
+      "0.099  et  0.49601\n",
+      "0.0\n",
+      "Game #: 478\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 478\n",
+      "4.25996555788  et  4.00097531099\n",
+      "2.0\n",
+      "Game #: 478\n",
+      "0.39502  et  0.298\n",
+      "3.0\n",
+      "Game #: 478\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 478\n",
+      "0.9870599  et  0.0\n",
+      "5.0\n",
+      "Game #: 478\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 478\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 478\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 478\n",
+      "0.199  et  0.0\n",
+      "9.0\n",
+      "Game #: 478\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 478\n",
+      "0.59202  et  0.299\n",
+      "10.0\n",
+      "Game #: 478\n",
+      "6.17917609978  et  0.1\n",
+      "10.0\n",
+      "Game #: 478\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 478\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 478\n",
+      "0.0  et  -5.0\n",
+      "10.0\n",
+      "Game #: 478\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 478\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 478\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 478\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 478\n",
+      "0.7840998  et  0.1\n",
+      "10.0\n",
+      "Game #: 478\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 478\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 478\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 478\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 478\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 479\n",
+      "9952.93112165  et  0.0\n",
+      "-16.0\n",
+      "Game #: 479\n",
+      "1.668239201  et  0.0\n",
+      "-15.0\n",
+      "Game #: 479\n",
+      "0.1  et  0.0\n",
+      "-14.0\n",
+      "Game #: 479\n",
+      "124.467619428  et  69.3717928408\n",
+      "-13.0\n",
+      "Game #: 479\n",
+      "0.5930399  et  0.29701\n",
+      "-12.0\n",
+      "Game #: 479\n",
+      "0.1  et  0.0\n",
+      "-11.0\n",
+      "Game #: 479\n",
+      "0.1  et  0.0\n",
+      "-10.0\n",
+      "Game #: 479\n",
+      "0.1  et  0.0\n",
+      "-9.0\n",
+      "Game #: 479\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 479\n",
+      "0.39601  et  0.0\n",
+      "-7.0\n",
+      "Game #: 479\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 479\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 479\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 479\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 479\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 479\n",
+      "0.59501  et  0.0\n",
+      "-1.0\n",
+      "Game #: 479\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 479\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 479\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 479\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 479\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 479\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 479\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 479\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 479\n",
+      "0.199  et  0.0\n",
+      "-7.0\n",
+      "Game #: 479\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 479\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 479\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 479\n",
+      "0.199  et  0.0\n",
+      "-3.0\n",
+      "Game #: 479\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 479\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 479\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 479\n",
+      "0.199  et  0.0\n",
+      "-7.0\n",
+      "Game #: 479\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 479\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 479\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 479\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 479\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 479\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 479\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 479\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 479\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 479\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 479\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 479\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 479\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 479\n",
+      "0.0  et  0.0\n",
+      "-12.0\n",
+      "Game #: 480\n",
+      "15.249  et  0.0\n",
+      "-12.0\n",
+      "Game #: 480\n",
+      "0.299  et  0.0\n",
+      "-11.0\n",
+      "Game #: 480\n",
+      "1.674189301  et  0.39601\n",
+      "-10.0\n",
+      "Game #: 480\n",
+      "0.1  et  0.0\n",
+      "-9.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 480\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 480\n",
+      "0.199  et  0.0\n",
+      "-1.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 480\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 480\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 480\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 480\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 480\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 480\n",
+      "0.199  et  0.0\n",
+      "-3.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 480\n",
+      "0.199  et  0.0\n",
+      "0.0\n",
+      "Game #: 480\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 480\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 480\n",
+      "1.2840699  et  0.0\n",
+      "3.0\n",
+      "Game #: 480\n",
+      "0.49601  et  0.099\n",
+      "4.0\n",
+      "Game #: 480\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 480\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 480\n",
+      "0.199  et  0.099\n",
+      "-4.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 480\n",
+      "0.199  et  0.0\n",
+      "0.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 480\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 480\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 480\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 480\n",
+      "0.299  et  0.0\n",
+      "5.0\n",
+      "Game #: 480\n",
+      "0.299  et  0.0\n",
+      "6.0\n",
+      "Game #: 480\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 480\n",
+      "0.299  et  0.0\n",
+      "8.0\n",
+      "Game #: 480\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 480\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 480\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 481\n",
+      "35.24651  et  0.0\n",
+      "-16.0\n",
+      "Game #: 481\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 481\n",
+      "2.263249201  et  2.44061670899\n",
+      "0.0\n",
+      "Game #: 481\n",
+      "1.0870599  et  1.176189301\n",
+      "-8.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 481\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 481\n",
+      "0.39601  et  0.1\n",
+      "2.0\n",
+      "Game #: 481\n",
+      "9.14616759279  et  0.298\n",
+      "3.0\n",
+      "Game #: 481\n",
+      "0.979179301  et  0.39601\n",
+      "4.0\n",
+      "Game #: 481\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 481\n",
+      "0.099  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 481\n",
+      "0.099  et  0.69501\n",
+      "0.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.7880599\n",
+      "-8.0\n",
+      "Game #: 481\n",
+      "0.29601  et  1.2840699\n",
+      "0.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.7880599\n",
+      "-8.0\n",
+      "Game #: 481\n",
+      "0.1  et  4.00885590999\n",
+      "0.0\n",
+      "Game #: 481\n",
+      "0.5890599  et  2.356299101\n",
+      "-8.0\n",
+      "Game #: 481\n",
+      "0.29601  et  2.852309101\n",
+      "0.0\n",
+      "Game #: 481\n",
+      "0.1  et  0.39402\n",
+      "-8.0\n",
+      "Game #: 481\n",
+      "0.59202  et  1.861348602\n",
+      "0.0\n",
+      "Game #: 481\n",
+      "0.099  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 481\n",
+      "0.1  et  0.298\n",
+      "0.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 481\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 481\n",
+      "0.7840998  et  0.1\n",
+      "3.0\n",
+      "Game #: 481\n",
+      "2.05345740799  et  1.674189301\n",
+      "4.0\n",
+      "Game #: 481\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 481\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 481\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 481\n",
+      "0.7860699  et  0.299\n",
+      "2.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 481\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 481\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 481\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 481\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 481\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 481\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 481\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 481\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 481\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 482\n",
+      "15.05  et  0.0\n",
+      "-3.0\n",
+      "Game #: 482\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 482\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 482\n",
+      "0.299  et  0.0\n",
+      "0.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 482\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 482\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 482\n",
+      "0.199  et  0.099\n",
+      "-2.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 482\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 482\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 482\n",
+      "0.199  et  0.0\n",
+      "-4.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 482\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 482\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 482\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 482\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 482\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 482\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 482\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 482\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 482\n",
+      "0.299  et  0.0\n",
+      "9.0\n",
+      "Game #: 482\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 482\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 482\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 482\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 482\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.1\n",
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+      "Game #: 482\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 482\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 482\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 482\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 482\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 482\n",
+      "0.0  et  0.0\n",
+      "-13.0\n",
+      "Game #: 483\n",
+      "7864.95313068  et  64.397594451\n",
+      "-13.0\n",
+      "Game #: 483\n",
+      "0.69501  et  0.0\n",
+      "-12.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Game #: 483\n",
+      "0.69501  et  0.0\n",
+      "-11.0\n",
+      "Game #: 483\n",
+      "0.39601  et  0.299\n",
+      "-10.0\n",
+      "Game #: 483\n",
+      "0.199  et  0.1\n",
+      "-9.0\n",
+      "Game #: 483\n",
+      "0.298  et  0.1\n",
+      "-8.0\n",
+      "Game #: 483\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 483\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 483\n",
+      "0.49402  et  0.1\n",
+      "-5.0\n",
+      "Game #: 483\n",
+      "2.62974610999  et  2.555299101\n",
+      "-4.0\n",
+      "Game #: 483\n",
+      "0.199  et  0.1\n",
+      "-3.0\n",
+      "Game #: 483\n",
+      "0.199  et  0.1\n",
+      "-2.0\n",
+      "Game #: 483\n",
+      "0.29701  et  0.199\n",
+      "-1.0\n",
+      "Game #: 483\n",
+      "0.983139401  et  0.4920499\n",
+      "0.0\n",
+      "Game #: 483\n",
+      "2.752309101  et  0.0\n",
+      "1.0\n",
+      "Game #: 483\n",
+      "1.574189301  et  0.39601\n",
+      "2.0\n",
+      "Game #: 483\n",
+      "0.39601  et  0.099\n",
+      "3.0\n",
+      "Game #: 483\n",
+      "1.277179301  et  0.6890599\n",
+      "4.0\n",
+      "Game #: 483\n",
+      "1.36635790699  et  0.883139401\n",
+      "5.0\n",
+      "Game #: 483\n",
+      "0.4900798  et  0.39402\n",
+      "6.0\n",
+      "Game #: 483\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 483\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 483\n",
+      "2.73075541498  et  3.88853766083\n",
+      "0.0\n",
+      "Game #: 483\n",
+      "4.54636852454  et  8.00212617621\n",
+      "-8.0\n",
+      "Game #: 483\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 483\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 483\n",
+      "0.39601  et  0.1\n",
+      "2.0\n",
+      "Game #: 483\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 483\n",
+      "0.199  et  0.099\n",
+      "4.0\n",
+      "Game #: 483\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 483\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 483\n",
+      "0.4930399  et  0.29701\n",
+      "7.0\n",
+      "Game #: 483\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 483\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 483\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 483\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 483\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 483\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 483\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 483\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 483\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 483\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 483\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 483\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 483\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 483\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 483\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 483\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 483\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 483\n",
+      "1.56043720998  et  0.980179202\n",
+      "6.0\n",
+      "Game #: 483\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 483\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 483\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 483\n",
+      "0.099  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 483\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 483\n",
+      "0.29601  et  1.178179301\n",
+      "-8.0\n",
+      "Game #: 483\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 483\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 483\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 483\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 483\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 483\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 484\n",
+      "9901.73193176  et  0.0\n",
+      "-4.0\n",
+      "Game #: 484\n",
+      "75.5312297343  et  50.4539675948\n",
+      "-3.0\n",
+      "Game #: 484\n",
+      "4.00885590999  et  0.0\n",
+      "-2.0\n",
+      "Game #: 484\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 484\n",
+      "0.199  et  0.1\n",
+      "0.0\n",
+      "Game #: 484\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 484\n",
+      "0.39601  et  0.5920499\n",
+      "0.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 484\n",
+      "0.199  et  0.099\n",
+      "3.0\n",
+      "Game #: 484\n",
+      "0.29701  et  0.199\n",
+      "4.0\n",
+      "Game #: 484\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 484\n",
+      "0.7900499  et  0.199\n",
+      "3.0\n",
+      "Game #: 484\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 484\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 484\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 484\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 484\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 484\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 484\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 484\n",
+      "0.199  et  0.39402\n",
+      "-8.0\n",
+      "Game #: 484\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 484\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 484\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 484\n",
+      "0.299  et  0.0\n",
+      "3.0\n",
+      "Game #: 484\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 484\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 484\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 484\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 484\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 484\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 484\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 484\n",
+      "0.5910499  et  0.199\n",
+      "2.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 484\n",
+      "1.94856680899  et  0.39601\n",
+      "6.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 484\n",
+      "0.39601  et  0.1\n",
+      "10.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 484\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 484\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 485\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 485\n",
+      "38.6206453957  et  0.0\n",
+      "-15.0\n",
+      "Game #: 485\n",
+      "1153.90422812  et  0.0\n",
+      "-14.0\n",
+      "Game #: 485\n",
+      "25.6808018155  et  0.0\n",
+      "-13.0\n",
+      "Game #: 485\n",
+      "0.69501  et  0.29601\n",
+      "-12.0\n",
+      "Game #: 485\n",
+      "0.1  et  0.0\n",
+      "-11.0\n",
+      "Game #: 485\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 485\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 485\n",
+      "0.199  et  0.0\n",
+      "-8.0\n",
+      "Game #: 485\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 485\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 485\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 485\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 485\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 485\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 485\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 485\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 485\n",
+      "0.59501  et  0.0\n",
+      "1.0\n",
+      "Game #: 485\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 485\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 485\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 485\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 485\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 485\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 485\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 485\n",
+      "1.1840699  et  0.0\n",
+      "-4.0\n",
+      "Game #: 485\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 485\n",
+      "0.199  et  0.19701\n",
+      "-8.0\n",
+      "Game #: 485\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 485\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 485\n",
+      "0.199  et  0.19701\n",
+      "-8.0\n",
+      "Game #: 485\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 485\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 485\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 485\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 485\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 485\n",
+      "0.199  et  0.0\n",
+      "-2.0\n",
+      "Game #: 485\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 485\n",
+      "0.199  et  0.0\n",
+      "0.0\n",
+      "Game #: 485\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 485\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 485\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 485\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 485\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 485\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 485\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 485\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 485\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 485\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 485\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 485\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 485\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 485\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 485\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 485\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 485\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 485\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 485\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 485\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 485\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 485\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 485\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 485\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 485\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 486\n",
+      "668.034696744  et  40.1910549\n",
+      "1.0\n",
+      "Game #: 486\n",
+      "3.12079600999  et  0.780179301\n",
+      "2.0\n",
+      "Game #: 486\n",
+      "37.4238295519  et  0.1\n",
+      "3.0\n",
+      "Game #: 486\n",
+      "4.86447221998  et  0.299\n",
+      "4.0\n",
+      "Game #: 486\n",
+      "6.2065411828  et  0.9850998\n",
+      "5.0\n",
+      "Game #: 486\n",
+      "3.10511361798  et  0.1\n",
+      "6.0\n",
+      "Game #: 486\n",
+      "17.4437094902  et  0.0\n",
+      "7.0\n",
+      "Game #: 486\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 486\n",
+      "20.4252364653  et  0.6890599\n",
+      "9.0\n",
+      "Game #: 486\n",
+      "1.568239201  et  0.0\n",
+      "10.0\n",
+      "Game #: 486\n",
+      "0.7860699  et  0.299\n",
+      "10.0\n",
+      "Game #: 486\n",
+      "3.27998052447  et  2.03492243888\n",
+      "10.0\n",
+      "Game #: 486\n",
+      "1.46240750799  et  0.882169301\n",
+      "10.0\n",
+      "Game #: 486\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 486\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 486\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 486\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 486\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 486\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 486\n",
+      "0.39501  et  0.299\n",
+      "3.0\n",
+      "Game #: 486\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 486\n",
+      "0.39601  et  0.0\n",
+      "5.0\n",
+      "Game #: 486\n",
+      "0.59202  et  0.299\n",
+      "6.0\n",
+      "Game #: 486\n",
+      "0.5890599  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 486\n",
+      "0.39402  et  1.274258802\n",
+      "0.0\n",
+      "Game #: 486\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 486\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 486\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 486\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 486\n",
+      "0.7840998  et  0.1\n",
+      "5.0\n",
+      "Game #: 486\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 486\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 487\n",
+      "4972.91711297  et  156.238800499\n",
+      "-2.0\n",
+      "Game #: 487\n",
+      "28.0241232086  et  7.79983702827\n",
+      "-1.0\n",
+      "Game #: 487\n",
+      "1.660358602  et  0.1\n",
+      "0.0\n",
+      "Game #: 487\n",
+      "0.198  et  0.1\n",
+      "1.0\n",
+      "Game #: 487\n",
+      "0.39601  et  0.1\n",
+      "2.0\n",
+      "Game #: 487\n",
+      "0.39402  et  0.1\n",
+      "3.0\n",
+      "Game #: 487\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 487\n",
+      "0.8840998  et  0.975258802\n",
+      "-8.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 487\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 487\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 487\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 487\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 487\n",
+      "0.39601  et  0.0\n",
+      "-2.0\n",
+      "Game #: 487\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 487\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 487\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 487\n",
+      "0.9870599  et  0.0\n",
+      "-5.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 487\n",
+      "0.39601  et  0.0\n",
+      "0.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 487\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 487\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 487\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 487\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 487\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 487\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 487\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 487\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 487\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 487\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 487\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 487\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 487\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 487\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 487\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 487\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 487\n",
+      "0.0  et  0.0\n",
+      "-13.0\n",
+      "Game #: 488\n",
+      "15.05  et  0.0\n",
+      "-13.0\n",
+      "Game #: 488\n",
+      "0.299  et  0.0\n",
+      "-12.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 488\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 488\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 488\n",
+      "0.199  et  0.0\n",
+      "-1.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 488\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 488\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 488\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 488\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 488\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 488\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 488\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 488\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 488\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 488\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 488\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 488\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 488\n",
+      "0.69501  et  0.099\n",
+      "10.0\n",
+      "Game #: 488\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 488\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 488\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 488\n",
+      "0.199  et  0.0\n",
+      "-7.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 488\n",
+      "0.59501  et  0.0\n",
+      "-5.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 488\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 488\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 488\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 488\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 488\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 488\n",
+      "0.199  et  0.0\n",
+      "-4.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 488\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 489\n",
+      "random action =  0\n",
+      "-11.0\n",
+      "Game #: 489\n",
+      "8.47363326088  et  0.0\n",
+      "-10.0\n",
+      "Game #: 489\n",
+      "8.07762326088  et  0.0\n",
+      "-9.0\n",
+      "Game #: 489\n",
+      "0.49402  et  0.1\n",
+      "-8.0\n",
+      "Game #: 489\n",
+      "0.299  et  0.0\n",
+      "-7.0\n",
+      "Game #: 489\n",
+      "0.299  et  0.0\n",
+      "-6.0\n",
+      "Game #: 489\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 489\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 489\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 489\n",
+      "0.199  et  0.0\n",
+      "-2.0\n",
+      "Game #: 489\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 489\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 489\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 489\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 489\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 489\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 489\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 489\n",
+      "1.1840699  et  0.0\n",
+      "-2.0\n",
+      "Game #: 489\n",
+      "0.199  et  0.0\n",
+      "-1.0\n",
+      "Game #: 489\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 489\n",
+      "0.59501  et  0.0\n",
+      "1.0\n",
+      "Game #: 489\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 489\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 489\n",
+      "0.299  et  0.0\n",
+      "4.0\n",
+      "Game #: 489\n",
+      "0.8880599  et  0.0\n",
+      "5.0\n",
+      "Game #: 489\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 489\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 489\n",
+      "4.00885590999  et  0.0\n",
+      "8.0\n",
+      "Game #: 489\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 489\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 489\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 489\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 489\n",
+      "0.299  et  0.29601\n",
+      "-8.0\n",
+      "Game #: 489\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 489\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 489\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 489\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 489\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 489\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.199  et  0.0\n",
+      "-7.0\n",
+      "Game #: 489\n",
+      "0.199  et  0.0\n",
+      "-6.0\n",
+      "Game #: 489\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 489\n",
+      "0.199  et  0.0\n",
+      "-4.0\n",
+      "Game #: 489\n",
+      "0.199  et  0.0\n",
+      "-3.0\n",
+      "Game #: 489\n",
+      "0.199  et  0.0\n",
+      "-2.0\n",
+      "Game #: 489\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 489\n",
+      "0.59501  et  0.0\n",
+      "0.0\n",
+      "Game #: 489\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 489\n",
+      "0.299  et  0.0\n",
+      "2.0\n",
+      "Game #: 489\n",
+      "0.299  et  0.0\n",
+      "3.0\n",
+      "Game #: 489\n",
+      "0.69501  et  0.0\n",
+      "4.0\n",
+      "Game #: 489\n",
+      "0.299  et  0.0\n",
+      "5.0\n",
+      "Game #: 489\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 489\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 489\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 489\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 489\n",
+      "0.49601  et  0.0\n",
+      "10.0\n",
+      "Game #: 489\n",
+      "0.299  et  0.099\n",
+      "10.0\n",
+      "Game #: 489\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 489\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 489\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 489\n",
+      "0.5890599  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 489\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 489\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 489\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 489\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 489\n",
+      "2.99  et  0.0\n",
+      "4.0\n",
+      "Game #: 489\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 489\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 489\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 490\n",
+      "14.05  et  0.0\n",
+      "-2.0\n",
+      "Game #: 490\n",
+      "0.299  et  0.0\n",
+      "-1.0\n",
+      "Game #: 490\n",
+      "0.299  et  0.0\n",
+      "0.0\n",
+      "Game #: 490\n",
+      "0.39601  et  0.0\n",
+      "1.0\n",
+      "Game #: 490\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 490\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 490\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 490\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 490\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 490\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 490\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 490\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 490\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 490\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 490\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 490\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 491\n",
+      "35.44551  et  0.0\n",
+      "-16.0\n",
+      "Game #: 491\n",
+      "39.2156553957  et  9.72891816917\n",
+      "-15.0\n",
+      "Game #: 491\n",
+      "6.17210511099  et  0.0\n",
+      "-14.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "-13.0\n",
+      "Game #: 491\n",
+      "3.12079600999  et  0.0\n",
+      "-12.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 491\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 491\n",
+      "0.299  et  0.0\n",
+      "2.0\n",
+      "Game #: 491\n",
+      "0.299  et  0.0\n",
+      "3.0\n",
+      "Game #: 491\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 491\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 491\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 491\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 491\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 491\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 491\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 491\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 491\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 491\n",
+      "0.299  et  0.29601\n",
+      "-8.0\n",
+      "Game #: 491\n",
+      "0.199  et  0.0\n",
+      "-7.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 491\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 491\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 491\n",
+      "0.299  et  0.0\n",
+      "4.0\n",
+      "Game #: 491\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 491\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 491\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 491\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 491\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 491\n",
+      "0.49601  et  0.0\n",
+      "10.0\n",
+      "Game #: 491\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 491\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 491\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 491\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 491\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 492\n",
+      "1333.99303652  et  40.1910549\n",
+      "1.0\n",
+      "Game #: 492\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 492\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 492\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 492\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 492\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 492\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 492\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 492\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 492\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 492\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 492\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 492\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 492\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 492\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 492\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 492\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 492\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 492\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 492\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 492\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 492\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 492\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 492\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 492\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 492\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 492\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 492\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 492\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 492\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 493\n",
+      "10.149  et  5.1\n",
+      "-16.0\n",
+      "Game #: 493\n",
+      "random action =  0\n",
+      "-15.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "-14.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "-13.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "-12.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 493\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 493\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 493\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 493\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 493\n",
+      "0.299  et  0.0\n",
+      "5.0\n",
+      "Game #: 493\n",
+      "0.299  et  0.0\n",
+      "6.0\n",
+      "Game #: 493\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 493\n",
+      "0.69501  et  0.0\n",
+      "8.0\n",
+      "Game #: 493\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 493\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 493\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 493\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 493\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 493\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 493\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 493\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 493\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 493\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 493\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 493\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 493\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 493\n",
+      "0.979179301  et  0.39601\n",
+      "7.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 493\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 493\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 494\n",
+      "622.075767645  et  0.0\n",
+      "1.0\n",
+      "Game #: 494\n",
+      "0.59501  et  0.0\n",
+      "2.0\n",
+      "Game #: 494\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 494\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 494\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 494\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 494\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 494\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 494\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 494\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 494\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 494\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 494\n",
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+      "Game #: 494\n",
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+      "Game #: 494\n",
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+      "312.537897445  et  156.3368105\n",
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+      "Game #: 495\n",
+      "0.39601  et  0.19701\n",
+      "2.0\n",
+      "Game #: 495\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 495\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 495\n",
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+      "5.0\n",
+      "Game #: 495\n",
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+      "6.0\n",
+      "Game #: 495\n",
+      "3.12079600999  et  0.0\n",
+      "7.0\n",
+      "Game #: 495\n",
+      "random action =  0\n",
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+      "Game #: 495\n",
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+      "9.0\n",
+      "Game #: 495\n",
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+      "Game #: 495\n",
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+      "10.0\n",
+      "Game #: 495\n",
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+      "Game #: 495\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 495\n",
+      "random action =  1\n",
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+      "Game #: 495\n",
+      "random action =  0\n",
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+      "2.0\n",
+      "Game #: 495\n",
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+      "Game #: 495\n",
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+      "Game #: 495\n",
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+      "5.0\n",
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+      "6.0\n",
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+      "7.0\n",
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+      "8.0\n",
+      "Game #: 495\n",
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+      "0.0\n",
+      "Game #: 496\n",
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+      "1.0\n",
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+      "2.0\n",
+      "Game #: 496\n",
+      "151.619268983  et  0.0\n",
+      "3.0\n",
+      "Game #: 496\n",
+      "3.31979600999  et  0.0\n",
+      "4.0\n",
+      "Game #: 496\n",
+      "14.0332127179  et  1.572199301\n",
+      "5.0\n",
+      "Game #: 496\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 496\n",
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+      "-8.0\n",
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+      "2.0\n",
+      "Game #: 496\n",
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+      "-8.0\n",
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+      "Game #: 496\n",
+      "0.298  et  0.39502\n",
+      "-8.0\n",
+      "Game #: 496\n",
+      "random action =  1\n",
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+      "Game #: 496\n",
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+      "1.0\n",
+      "Game #: 496\n",
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+      "2.0\n",
+      "Game #: 496\n",
+      "0.39402  et  0.199\n",
+      "3.0\n",
+      "Game #: 496\n",
+      "0.7840998  et  0.199\n",
+      "4.0\n",
+      "Game #: 496\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 496\n",
+      "0.29601  et  0.5920499\n",
+      "0.0\n",
+      "Game #: 496\n",
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+      "1.0\n",
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+      "2.0\n",
+      "Game #: 496\n",
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+      "3.0\n",
+      "Game #: 496\n",
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+      "-8.0\n",
+      "Game #: 496\n",
+      "0.39601  et  0.4920499\n",
+      "0.0\n",
+      "Game #: 496\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 496\n",
+      "0.5890599  et  0.199\n",
+      "2.0\n",
+      "Game #: 496\n",
+      "0.39402  et  0.1\n",
+      "3.0\n",
+      "Game #: 496\n",
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+      "4.0\n",
+      "Game #: 496\n",
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+      "Game #: 496\n",
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+      "-8.0\n",
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+      "-8.0\n",
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+      "Game #: 496\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 496\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 496\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 496\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 496\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 496\n",
+      "0.7880599  et  0.0\n",
+      "2.0\n",
+      "Game #: 496\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 496\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 496\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 496\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 496\n",
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+      "7.0\n",
+      "Game #: 496\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 497\n",
+      "154.233694251  et  0.0\n",
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+      "0.0\n",
+      "Game #: 497\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 497\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 497\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 497\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 497\n",
+      "1.568239201  et  0.0\n",
+      "2.0\n",
+      "Game #: 497\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 497\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 497\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 497\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
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+      "7.0\n",
+      "Game #: 497\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 497\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 497\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 497\n",
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+      "10.0\n",
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+      "Game #: 497\n",
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+      "Game #: 497\n",
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+      "Game #: 497\n",
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+      "Game #: 497\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 497\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 497\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 497\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
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+      "random action =  0\n",
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+      "12.8546742792  et  0.0\n",
+      "-15.0\n",
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+      "-13.0\n",
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+      "6.21038405988  et  0.0\n",
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+      "-11.0\n",
+      "Game #: 498\n",
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+      "-10.0\n",
+      "Game #: 498\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 498\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 498\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 498\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 498\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 498\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 498\n",
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+      "3.0\n",
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+      "0.299  et  0.0\n",
+      "4.0\n",
+      "Game #: 498\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 498\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 498\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 498\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 498\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 498\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 498\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 498\n",
+      "0.1  et  0.0\n",
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+      "Game #: 498\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 498\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 498\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 498\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 498\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 498\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 498\n",
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+      "10.0\n",
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+      "0.199  et  0.0\n",
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+      "Game #: 498\n",
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+      "10.0\n",
+      "Game #: 498\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 498\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 498\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 498\n",
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+      "10.0\n",
+      "Game #: 498\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 498\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 498\n",
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+      "10.0\n",
+      "Game #: 498\n",
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+      "10.0\n",
+      "Game #: 498\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 498\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 498\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 498\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 499\n",
+      "29459.8018493  et  5.1\n",
+      "-16.0\n",
+      "Game #: 499\n",
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+      "-12.0\n",
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+      "-11.0\n",
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+      "Game #: 499\n",
+      "6.17210511099  et  0.0\n",
+      "-9.0\n",
+      "Game #: 499\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 499\n",
+      "5.94954211998  et  6.28904669878\n",
+      "0.0\n",
+      "Game #: 499\n",
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+      "2.0\n",
+      "Game #: 499\n",
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+      "-8.0\n",
+      "Game #: 499\n",
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+      "Game #: 499\n",
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+      "0.0\n",
+      "Game #: 499\n",
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+      "1.0\n",
+      "Game #: 499\n",
+      "2.43475511598  et  1.861348602\n",
+      "2.0\n",
+      "Game #: 499\n",
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+      "3.0\n",
+      "Game #: 499\n",
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+      "4.0\n",
+      "Game #: 499\n",
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+      "5.0\n",
+      "Game #: 499\n",
+      "2.92185491598  et  0.8850998\n",
+      "6.0\n",
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+      "-8.0\n",
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+      "4.0\n",
+      "Game #: 499\n",
+      "0.978199002  et  0.5900798\n",
+      "5.0\n",
+      "Game #: 499\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 499\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 499\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 499\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 499\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 499\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 499\n",
+      "0.0  et  0.9870599\n",
+      "-8.0\n",
+      "Game #: 499\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 499\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 499\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 499\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 499\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 499\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 499\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 499\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 499\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 499\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 499\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 499\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 499\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 499\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 499\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 499\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 499\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 499\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 499\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 499\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 499\n",
+      "1.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 499\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 499\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 499\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 499\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 499\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 499\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 499\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 499\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 499\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 499\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 499\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 499\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 499\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 499\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 499\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 499\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 499\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 499\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 499\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 500\n",
+      "24.29651  et  5.1\n",
+      "-16.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-15.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-14.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-13.0\n",
+      "Game #: 500\n",
+      "random action =  0\n",
+      "-12.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 500\n",
+      "random action =  0\n",
+      "-10.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 500\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 500\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 500\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 500\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 500\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 500\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 500\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 500\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 500\n",
+      "0.0  et  -5.0\n",
+      "-8.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 500\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 500\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 501\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 501\n",
+      "3.71580600999  et  3.67864794989\n",
+      "1.0\n",
+      "Game #: 501\n",
+      "103.266782471  et  0.0\n",
+      "2.0\n",
+      "Game #: 501\n",
+      "50.1256163119  et  0.0\n",
+      "3.0\n",
+      "Game #: 501\n",
+      "7.13549537496  et  1.84375501598\n",
+      "4.0\n",
+      "Game #: 501\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 501\n",
+      "4.96447221998  et  5.31382749778\n",
+      "0.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 501\n",
+      "3.10511361798  et  0.1\n",
+      "3.0\n",
+      "Game #: 501\n",
+      "4.65002466982  et  0.39602\n",
+      "4.0\n",
+      "Game #: 501\n",
+      "1.1781198  et  0.59501\n",
+      "5.0\n",
+      "Game #: 501\n",
+      "3.8854497429  et  0.5910499\n",
+      "6.0\n",
+      "Game #: 501\n",
+      "10.3971630405  et  2.9132205419\n",
+      "7.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 501\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 501\n",
+      "-4.802  et  0.299\n",
+      "0.0\n",
+      "Game #: 501\n",
+      "0.19701  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 501\n",
+      "0.29601  et  0.69501\n",
+      "0.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.7880599\n",
+      "-8.0\n",
+      "Game #: 501\n",
+      "0.0  et  2.852309101\n",
+      "0.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 501\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 501\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 501\n",
+      "-4.901  et  0.299\n",
+      "0.0\n",
+      "Game #: 501\n",
+      "-10.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 501\n",
+      "0.39601  et  0.0\n",
+      "3.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 501\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 501\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 501\n",
+      "0.39601  et  0.3920499\n",
+      "1.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 501\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 501\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 501\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 501\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 501\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 501\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 501\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 501\n",
+      "0.198  et  0.29602\n",
+      "-8.0\n",
+      "Game #: 501\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 502\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 502\n",
+      "0.299  et  0.0\n",
+      "-15.0\n",
+      "Game #: 502\n",
+      "0.299  et  0.0\n",
+      "-14.0\n",
+      "Game #: 502\n",
+      "0.1  et  0.0\n",
+      "-13.0\n",
+      "Game #: 502\n",
+      "0.1  et  0.0\n",
+      "-12.0\n",
+      "Game #: 502\n",
+      "0.1  et  0.0\n",
+      "-11.0\n",
+      "Game #: 502\n",
+      "0.299  et  0.0\n",
+      "-10.0\n",
+      "Game #: 502\n",
+      "0.1  et  0.0\n",
+      "-9.0\n",
+      "Game #: 502\n",
+      "0.1  et  0.0\n",
+      "-8.0\n",
+      "Game #: 502\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 502\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 502\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 502\n",
+      "1.572199301  et  0.199\n",
+      "10.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 502\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 502\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 502\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 502\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 502\n",
+      "0.39402  et  0.1\n",
+      "9.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 502\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 502\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 502\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 503\n",
+      "311.35756465  et  0.0\n",
+      "1.0\n",
+      "Game #: 503\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 503\n",
+      "0.59501  et  0.0\n",
+      "3.0\n",
+      "Game #: 503\n",
+      "0.7880599  et  0.0\n",
+      "4.0\n",
+      "Game #: 503\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 503\n",
+      "0.39601  et  0.0\n",
+      "6.0\n",
+      "Game #: 503\n",
+      "0.5890599  et  0.199\n",
+      "7.0\n",
+      "Game #: 503\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 503\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 503\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 503\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 503\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 503\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 503\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 503\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 503\n",
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+      "Game #: 503\n",
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+      "10.0\n",
+      "Game #: 503\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 503\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 504\n",
+      "5.0  et  10.05\n",
+      "0.0\n",
+      "Game #: 504\n",
+      "2.555299101  et  2.52974610999\n",
+      "1.0\n",
+      "Game #: 504\n",
+      "1.3830699  et  0.0\n",
+      "2.0\n",
+      "Game #: 504\n",
+      "7.96217649878  et  1.2781198\n",
+      "3.0\n",
+      "Game #: 504\n",
+      "1.771199301  et  0.199\n",
+      "4.0\n",
+      "Game #: 504\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 504\n",
+      "628.192096372  et  0.6890599\n",
+      "6.0\n",
+      "Game #: 504\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 504\n",
+      "432.222079822  et  0.4920499\n",
+      "8.0\n",
+      "Game #: 504\n",
+      "6.17917609978  et  0.1\n",
+      "9.0\n",
+      "Game #: 504\n",
+      "160.182557366  et  31.3580968481\n",
+      "10.0\n",
+      "Game #: 504\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 504\n",
+      "3.8854497429  et  4.53764514547\n",
+      "0.0\n",
+      "Game #: 504\n",
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+      "Game #: 504\n",
+      "0.39601  et  0.099\n",
+      "2.0\n",
+      "Game #: 504\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 504\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 504\n",
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+      "5.0\n",
+      "Game #: 504\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 504\n",
+      "1.560358602  et  0.1\n",
+      "7.0\n",
+      "Game #: 504\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 504\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 504\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 504\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 504\n",
+      "random action =  0\n",
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+      "Game #: 504\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 504\n",
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+      "Game #: 504\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 504\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 504\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 504\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 504\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 504\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 504\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 504\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 505\n",
+      "2660.73320258  et  40.1910549\n",
+      "-1.0\n",
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+      "0.1  et  0.0\n",
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+      "Game #: 505\n",
+      "2296.26941396  et  0.0\n",
+      "1.0\n",
+      "Game #: 505\n",
+      "247.690562662  et  69.3717928408\n",
+      "2.0\n",
+      "Game #: 505\n",
+      "196.356287182  et  0.1\n",
+      "3.0\n",
+      "Game #: 505\n",
+      "169.711526275  et  0.39602\n",
+      "4.0\n",
+      "Game #: 505\n",
+      "5.41091394747  et  0.883139401\n",
+      "5.0\n",
+      "Game #: 505\n",
+      "1.75744740799  et  0.4920499\n",
+      "6.0\n",
+      "Game #: 505\n",
+      "0.39601  et  0.0\n",
+      "7.0\n",
+      "Game #: 505\n",
+      "3.11291541099  et  0.299\n",
+      "8.0\n",
+      "Game #: 505\n",
+      "24.5937419155  et  0.1\n",
+      "9.0\n",
+      "Game #: 505\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 505\n",
+      "417.364028204  et  284.914780537\n",
+      "10.0\n",
+      "Game #: 505\n",
+      "23.3420921903  et  7.89983702827\n",
+      "10.0\n",
+      "Game #: 505\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 505\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
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+      "0.978199002  et  1.65849681198\n",
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+      "Game #: 505\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 505\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 505\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 505\n",
+      "3.12079600999  et  3.08958804989\n",
+      "1.0\n",
+      "Game #: 505\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 505\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 505\n",
+      "0.5900499  et  0.49601\n",
+      "4.0\n",
+      "Game #: 505\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 505\n",
+      "1.568239201  et  0.0\n",
+      "6.0\n",
+      "Game #: 505\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 505\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 505\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 505\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 505\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 505\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 505\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 505\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 505\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 505\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 505\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 505\n",
+      "0.39402  et  0.1\n",
+      "5.0\n",
+      "Game #: 505\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 505\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 505\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 505\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 505\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 505\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.199  et  0.099\n",
+      "3.0\n",
+      "Game #: 505\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 505\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 505\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
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+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 505\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 505\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 505\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 505\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 505\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 505\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 505\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 505\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 505\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 505\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 505\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 505\n",
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+      "1.0\n",
+      "Game #: 505\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 505\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
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+      "15.249  et  0.0\n",
+      "-6.0\n",
+      "Game #: 506\n",
+      "0.299  et  0.0\n",
+      "-5.0\n",
+      "Game #: 506\n",
+      "3.43163670899  et  0.39601\n",
+      "-4.0\n",
+      "Game #: 506\n",
+      "12.1834891709  et  0.6880599\n",
+      "-3.0\n",
+      "Game #: 506\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 506\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 506\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 506\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 506\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 506\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 506\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 506\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 506\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 506\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 506\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 506\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 506\n",
+      "0.49601  et  0.0\n",
+      "3.0\n",
+      "Game #: 506\n",
+      "0.49601  et  0.099\n",
+      "4.0\n",
+      "Game #: 506\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 506\n",
+      "0.39601  et  0.3920499\n",
+      "-8.0\n",
+      "Game #: 506\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 506\n",
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+      "-6.0\n",
+      "Game #: 506\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 506\n",
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+      "-4.0\n",
+      "Game #: 506\n",
+      "0.39601  et  0.0\n",
+      "-3.0\n",
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+      "-2.0\n",
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+      "1.0\n",
+      "Game #: 506\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 506\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 506\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 506\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 506\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 506\n",
+      "0.69501  et  0.29601\n",
+      "7.0\n",
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+      "Game #: 506\n",
+      "0.299  et  0.0\n",
+      "9.0\n",
+      "Game #: 506\n",
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+      "10.0\n",
+      "Game #: 506\n",
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+      "Game #: 506\n",
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+      "0.099  et  0.1\n",
+      "-8.0\n",
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+      "1.0\n",
+      "Game #: 506\n",
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+      "2.0\n",
+      "Game #: 506\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 506\n",
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+      "Game #: 506\n",
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+      "1.0\n",
+      "Game #: 506\n",
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+      "2.0\n",
+      "Game #: 506\n",
+      "0.59501  et  0.0\n",
+      "3.0\n",
+      "Game #: 506\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 506\n",
+      "0.099  et  0.299\n",
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+      "Game #: 506\n",
+      "0.1  et  0.198\n",
+      "-8.0\n",
+      "Game #: 506\n",
+      "random action =  0\n",
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+      "0.199  et  0.1\n",
+      "-7.0\n",
+      "Game #: 506\n",
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+      "0.199  et  0.0\n",
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+      "0.199  et  0.0\n",
+      "-4.0\n",
+      "Game #: 506\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 506\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 506\n",
+      "0.59501  et  0.0\n",
+      "-1.0\n",
+      "Game #: 506\n",
+      "0.199  et  0.0\n",
+      "0.0\n",
+      "Game #: 506\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 506\n",
+      "0.299  et  0.0\n",
+      "2.0\n",
+      "Game #: 506\n",
+      "0.299  et  0.0\n",
+      "3.0\n",
+      "Game #: 506\n",
+      "0.299  et  0.099\n",
+      "4.0\n",
+      "Game #: 506\n",
+      "0.69501  et  0.0\n",
+      "5.0\n",
+      "Game #: 506\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 506\n",
+      "0.299  et  0.0\n",
+      "7.0\n",
+      "Game #: 506\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 506\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 506\n",
+      "0.59302  et  0.1\n",
+      "10.0\n",
+      "Game #: 506\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 506\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 506\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 506\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 506\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 506\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 506\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 507\n",
+      "15655.3567301  et  64.397594451\n",
+      "-6.0\n",
+      "Game #: 507\n",
+      "394.751394873  et  0.19701\n",
+      "-5.0\n",
+      "Game #: 507\n",
+      "817.945132719  et  0.1\n",
+      "-4.0\n",
+      "Game #: 507\n",
+      "15.6402749859  et  4.15339703848\n",
+      "-3.0\n",
+      "Game #: 507\n",
+      "522.031482875  et  1.178179301\n",
+      "-2.0\n",
+      "Game #: 507\n",
+      "26.3229479482  et  0.880179301\n",
+      "-1.0\n",
+      "Game #: 507\n",
+      "2.44061670899  et  0.49601\n",
+      "0.0\n",
+      "Game #: 507\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 507\n",
+      "6.57153807938  et  1.276189301\n",
+      "2.0\n",
+      "Game #: 507\n",
+      "4.65002466982  et  0.39602\n",
+      "3.0\n",
+      "Game #: 507\n",
+      "36.9054687755  et  0.39601\n",
+      "4.0\n",
+      "Game #: 507\n",
+      "2.81028925484  et  1.65456611398\n",
+      "5.0\n",
+      "Game #: 507\n",
+      "1.55653621398  et  1.174258802\n",
+      "6.0\n",
+      "Game #: 507\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 507\n",
+      "0.5910499  et  1.181149401\n",
+      "0.0\n",
+      "Game #: 507\n",
+      "2.82378600999  et  5.54785725089\n",
+      "-8.0\n",
+      "Game #: 507\n",
+      "0.39601  et  0.5920499\n",
+      "0.0\n",
+      "Game #: 507\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 507\n",
+      "0.59202  et  0.299\n",
+      "2.0\n",
+      "Game #: 507\n",
+      "0.7860699  et  0.299\n",
+      "3.0\n",
+      "Game #: 507\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 507\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 507\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 507\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 507\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 507\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 507\n",
+      "0.099  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 507\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 507\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 507\n",
+      "1.176189301  et  0.199\n",
+      "2.0\n",
+      "Game #: 507\n",
+      "0.39601  et  0.1\n",
+      "3.0\n",
+      "Game #: 507\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 507\n",
+      "0.39601  et  0.0\n",
+      "5.0\n",
+      "Game #: 507\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 507\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 507\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 507\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 507\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 507\n",
+      "0.199  et  0.099\n",
+      "2.0\n",
+      "Game #: 507\n",
+      "1.568239201  et  0.0\n",
+      "3.0\n",
+      "Game #: 507\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 507\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 507\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 507\n",
+      "0.39501  et  0.299\n",
+      "7.0\n",
+      "Game #: 507\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 507\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 507\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 507\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 507\n",
+      "0.7840998  et  0.1\n",
+      "10.0\n",
+      "Game #: 507\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 507\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 507\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 507\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 507\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 507\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 507\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 507\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 507\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 508\n",
+      "626.166276514  et  156.1398005\n",
+      "1.0\n",
+      "Game #: 508\n",
+      "150.307147171  et  50.4539675948\n",
+      "2.0\n",
+      "Game #: 508\n",
+      "12.5576642792  et  0.0\n",
+      "3.0\n",
+      "Game #: 508\n",
+      "145.361286998  et  0.199\n",
+      "4.0\n",
+      "Game #: 508\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 508\n",
+      "0.59501  et  0.6890599\n",
+      "0.0\n",
+      "Game #: 508\n",
+      "0.199  et  0.5910499\n",
+      "-8.0\n",
+      "Game #: 508\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 508\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 508\n",
+      "12.4955604386  et  0.1\n",
+      "2.0\n",
+      "Game #: 508\n",
+      "6.37817609978  et  0.1\n",
+      "3.0\n",
+      "Game #: 508\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 508\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 508\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 508\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 508\n",
+      "0.7900499  et  1.081149401\n",
+      "0.0\n",
+      "Game #: 508\n",
+      "0.1  et  0.59302\n",
+      "-8.0\n",
+      "Game #: 508\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 508\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 508\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 508\n",
+      "0.29701  et  0.199\n",
+      "3.0\n",
+      "Game #: 508\n",
+      "0.5890599  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 508\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 508\n",
+      "0.1  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 508\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 508\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 508\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 508\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 508\n",
+      "2.555299101  et  0.0\n",
+      "-4.0\n",
+      "Game #: 508\n",
+      "0.7880599  et  0.0\n",
+      "-3.0\n",
+      "Game #: 508\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 508\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 508\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 508\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 508\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 508\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 508\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 508\n",
+      "0.299  et  0.0\n",
+      "5.0\n",
+      "Game #: 508\n",
+      "0.299  et  0.0\n",
+      "6.0\n",
+      "Game #: 508\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 508\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 508\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 508\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 508\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 508\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 508\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 508\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 508\n",
+      "5.42371504547  et  2.8122205419\n",
+      "10.0\n",
+      "Game #: 508\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 508\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 508\n",
+      "0.7880599  et  0.780179301\n",
+      "1.0\n",
+      "Game #: 508\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 508\n",
+      "0.29701  et  0.199\n",
+      "3.0\n",
+      "Game #: 508\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 508\n",
+      "0.39402  et  0.1\n",
+      "5.0\n",
+      "Game #: 508\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 508\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 508\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 508\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 508\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 508\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 508\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 509\n",
+      "75.2405549  et  0.0\n",
+      "-5.0\n",
+      "Game #: 509\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 509\n",
+      "2.852309101  et  0.0\n",
+      "-3.0\n",
+      "Game #: 509\n",
+      "0.5930399  et  0.29701\n",
+      "-2.0\n",
+      "Game #: 509\n",
+      "1.867239201  et  0.299\n",
+      "-1.0\n",
+      "Game #: 509\n",
+      "7.6936107838  et  0.198\n",
+      "0.0\n",
+      "Game #: 509\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 509\n",
+      "1.272268802  et  2.44264591398\n",
+      "0.0\n",
+      "Game #: 509\n",
+      "0.979179301  et  1.36539750799\n",
+      "-8.0\n",
+      "Game #: 509\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 509\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 509\n",
+      "0.8870599  et  1.673199301\n",
+      "0.0\n",
+      "Game #: 509\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 509\n",
+      "0.29601  et  0.199\n",
+      "2.0\n",
+      "Game #: 509\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 509\n",
+      "0.0  et  1.668239201\n",
+      "0.0\n",
+      "Game #: 509\n",
+      "0.198  et  0.29602\n",
+      "-8.0\n",
+      "Game #: 509\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 509\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 509\n",
+      "0.7880599  et  0.0\n",
+      "2.0\n",
+      "Game #: 509\n",
+      "1.964249201  et  0.0\n",
+      "3.0\n",
+      "Game #: 509\n",
+      "2.752309101  et  0.29601\n",
+      "4.0\n",
+      "Game #: 509\n",
+      "1.95445740799  et  0.5920499\n",
+      "5.0\n",
+      "Game #: 509\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 509\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 509\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 509\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 509\n",
+      "0.4930399  et  0.785119501\n",
+      "-8.0\n",
+      "Game #: 509\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 509\n",
+      "0.1  et  0.9870599\n",
+      "-8.0\n",
+      "Game #: 509\n",
+      "0.0  et  0.69501\n",
+      "0.0\n",
+      "Game #: 509\n",
+      "0.29701  et  2.15148730799\n",
+      "-8.0\n",
+      "Game #: 509\n",
+      "0.29701  et  0.5930399\n",
+      "0.0\n",
+      "Game #: 509\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 509\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 509\n",
+      "1.95248730799  et  2.22997243491\n",
+      "-8.0\n",
+      "Game #: 509\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 509\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 509\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 509\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 509\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 509\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 509\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 509\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 509\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 509\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 509\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 509\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 509\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 509\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 509\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 509\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 509\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 509\n",
+      "0.0  et  0.69501\n",
+      "0.0\n",
+      "Game #: 509\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 509\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 509\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 509\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 509\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 509\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 509\n",
+      "0.198  et  0.29602\n",
+      "-8.0\n",
+      "Game #: 509\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 510\n",
+      "781.627143242  et  10.149\n",
+      "-16.0\n",
+      "Game #: 510\n",
+      "1.668239201  et  0.19701\n",
+      "-15.0\n",
+      "Game #: 510\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 510\n",
+      "4.6804597429  et  7.07427185446\n",
+      "0.0\n",
+      "Game #: 510\n",
+      "1.0870599  et  1.176189301\n",
+      "-8.0\n",
+      "Game #: 510\n",
+      "0.69501  et  1.668239201\n",
+      "0.0\n",
+      "Game #: 510\n",
+      "0.299  et  0.29601\n",
+      "1.0\n",
+      "Game #: 510\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 510\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 510\n",
+      "5.94954211998  et  12.6152029306\n",
+      "0.0\n",
+      "Game #: 510\n",
+      "0.59501  et  1.1781198\n",
+      "-8.0\n",
+      "Game #: 510\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 510\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 510\n",
+      "1.568258902  et  0.49502\n",
+      "2.0\n",
+      "Game #: 510\n",
+      "0.39501  et  0.299\n",
+      "3.0\n",
+      "Game #: 510\n",
+      "3.1052704419  et  2.93562670899\n",
+      "4.0\n",
+      "Game #: 510\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 510\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 510\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 510\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 510\n",
+      "3.90885590999  et  0.0\n",
+      "2.0\n",
+      "Game #: 510\n",
+      "1.080149401  et  0.8900499\n",
+      "3.0\n",
+      "Game #: 510\n",
+      "3.8893702419  et  0.5920499\n",
+      "4.0\n",
+      "Game #: 510\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 510\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 510\n",
+      "0.39501  et  0.6900599\n",
+      "-8.0\n",
+      "Game #: 510\n",
+      "0.39601  et  0.5920499\n",
+      "0.0\n",
+      "Game #: 510\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 510\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 510\n",
+      "27.5765047571  et  0.980179301\n",
+      "3.0\n",
+      "Game #: 510\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 510\n",
+      "0.198  et  0.8880798\n",
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+      "Game #: 510\n",
+      "0.1  et  0.39402\n",
+      "-8.0\n",
+      "Game #: 510\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 510\n",
+      "0.299  et  0.099\n",
+      "-7.0\n",
+      "Game #: 510\n",
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+      "-6.0\n",
+      "Game #: 510\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 510\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 510\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 510\n",
+      "0.39402  et  0.1\n",
+      "-2.0\n",
+      "Game #: 510\n",
+      "0.199  et  0.0\n",
+      "-1.0\n",
+      "Game #: 510\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 510\n",
+      "0.59501  et  0.0\n",
+      "1.0\n",
+      "Game #: 510\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 510\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 510\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 510\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 510\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 510\n",
+      "0.39402  et  0.1\n",
+      "7.0\n",
+      "Game #: 510\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 510\n",
+      "0.59501  et  0.0\n",
+      "9.0\n",
+      "Game #: 510\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 510\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 510\n",
+      "0.0  et  1.3830699\n",
+      "-8.0\n",
+      "Game #: 510\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 510\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 510\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 510\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 510\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 510\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 510\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 510\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 510\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 510\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 510\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 510\n",
+      "1.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 510\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 511\n",
+      "941.552432888  et  941.336908559\n",
+      "-8.0\n",
+      "Game #: 511\n",
+      "0.69501  et  0.0\n",
+      "-7.0\n",
+      "Game #: 511\n",
+      "24.74115345  et  0.0\n",
+      "-6.0\n",
+      "Game #: 511\n",
+      "0.9870599  et  0.0\n",
+      "-5.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 511\n",
+      "0.7880599  et  0.0\n",
+      "1.0\n",
+      "Game #: 511\n",
+      "0.69501  et  0.0\n",
+      "2.0\n",
+      "Game #: 511\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 511\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 511\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 511\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 511\n",
+      "2.14362601398  et  0.8880798\n",
+      "10.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 511\n",
+      "1.46439750799  et  1.079179301\n",
+      "10.0\n",
+      "Game #: 511\n",
+      "1.46240750799  et  0.882169301\n",
+      "10.0\n",
+      "Game #: 511\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 511\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 511\n",
+      "0.39402  et  0.199\n",
+      "10.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 511\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 511\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 511\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 511\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 511\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 511\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 511\n",
+      "0.6880599  et  1.4830699\n",
+      "0.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 511\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 511\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 511\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 511\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 511\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 511\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 512\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 512\n",
+      "7.49445395988  et  3.67864794989\n",
+      "-6.0\n",
+      "Game #: 512\n",
+      "57.6082295728  et  0.0\n",
+      "-5.0\n",
+      "Game #: 512\n",
+      "118.6180248  et  0.0\n",
+      "-4.0\n",
+      "Game #: 512\n",
+      "13.969380778  et  1.75155680899\n",
+      "-3.0\n",
+      "Game #: 512\n",
+      "9.43118006987  et  0.5890599\n",
+      "-2.0\n",
+      "Game #: 512\n",
+      "55.0072165604  et  0.5930399\n",
+      "-1.0\n",
+      "Game #: 512\n",
+      "4.7423016828  et  0.39402\n",
+      "0.0\n",
+      "Game #: 512\n",
+      "0.39402  et  0.1\n",
+      "1.0\n",
+      "Game #: 512\n",
+      "9.25354909294  et  0.39602\n",
+      "2.0\n",
+      "Game #: 512\n",
+      "1.564279101  et  0.299\n",
+      "3.0\n",
+      "Game #: 512\n",
+      "5.59247561713  et  1.65456611398\n",
+      "4.0\n",
+      "Game #: 512\n",
+      "3.09750706582  et  1.174258802\n",
+      "5.0\n",
+      "Game #: 512\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 512\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 512\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 512\n",
+      "0.6880599  et  1.177189301\n",
+      "-8.0\n",
+      "Game #: 512\n",
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+      "Game #: 512\n",
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+      "1.0\n",
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+      "1.564279101  et  0.299\n",
+      "2.0\n",
+      "Game #: 512\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 512\n",
+      "13.7957451972  et  0.976258802\n",
+      "4.0\n",
+      "Game #: 512\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 512\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 512\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 512\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 512\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 512\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 512\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 512\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 512\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 512\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 512\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 512\n",
+      "0.5910499  et  0.199\n",
+      "2.0\n",
+      "Game #: 512\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 512\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 512\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 512\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 512\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 512\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 512\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 512\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 512\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 512\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 512\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 512\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 512\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 512\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 512\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 512\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 512\n",
+      "0.39402  et  0.1\n",
+      "4.0\n",
+      "Game #: 512\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 512\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 512\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 512\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 512\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 512\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 512\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 512\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 512\n",
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+      "1.0\n",
+      "Game #: 512\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 512\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 513\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 513\n",
+      "3.41979600999  et  0.0\n",
+      "-5.0\n",
+      "Game #: 513\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 513\n",
+      "10.8602274816  et  1.65651671198\n",
+      "-3.0\n",
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+      "0.299  et  0.0\n",
+      "-2.0\n",
+      "Game #: 513\n",
+      "148.386817027  et  79.2263214953\n",
+      "-1.0\n",
+      "Game #: 513\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 513\n",
+      "3.4973203419  et  0.4920499\n",
+      "1.0\n",
+      "Game #: 513\n",
+      "25.3818018155  et  0.3920499\n",
+      "2.0\n",
+      "Game #: 513\n",
+      "0.39601  et  0.0\n",
+      "3.0\n",
+      "Game #: 513\n",
+      "1.767239201  et  0.1\n",
+      "4.0\n",
+      "Game #: 513\n",
+      "2.04856680899  et  1.767239201\n",
+      "5.0\n",
+      "Game #: 513\n",
+      "0.29701  et  0.199\n",
+      "6.0\n",
+      "Game #: 513\n",
+      "0.5920399  et  0.39701\n",
+      "7.0\n",
+      "Game #: 513\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 513\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 513\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 513\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 513\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 513\n",
+      "1.1781198  et  1.465338602\n",
+      "-8.0\n",
+      "Game #: 513\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 513\n",
+      "0.198  et  0.5890798\n",
+      "-8.0\n",
+      "Game #: 513\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 513\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 513\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 513\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 513\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 513\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 513\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 513\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 513\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 513\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 513\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 513\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 513\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 513\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 513\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 513\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 513\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 513\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 513\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 513\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 513\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 513\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 513\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 513\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 513\n",
+      "2.156299101  et  1.4830699\n",
+      "5.0\n",
+      "Game #: 513\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 513\n",
+      "0.198  et  0.6890798\n",
+      "0.0\n",
+      "Game #: 513\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 513\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 513\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 513\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 513\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 513\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 513\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 513\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 513\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 513\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 513\n",
+      "0.39601  et  0.0\n",
+      "1.0\n",
+      "Game #: 513\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 513\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 514\n",
+      "35.0495  et  0.0\n",
+      "-6.0\n",
+      "Game #: 514\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 514\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 514\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 514\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 514\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 514\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 514\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 514\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 514\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 514\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 514\n",
+      "0.199  et  0.0\n",
+      "-7.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 514\n",
+      "0.199  et  0.0\n",
+      "-3.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 514\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 514\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 514\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 514\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 514\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 514\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 514\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 514\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 514\n",
+      "0.299  et  0.0\n",
+      "9.0\n",
+      "Game #: 514\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 514\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 514\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 514\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 515\n",
+      "74.748505  et  0.0\n",
+      "1.0\n",
+      "Game #: 515\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 515\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 515\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 515\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 515\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 515\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 515\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 515\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 515\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 515\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 515\n",
+      "0.5910499  et  0.199\n",
+      "5.0\n",
+      "Game #: 515\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 515\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 515\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 515\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 515\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 515\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 515\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 515\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 515\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 515\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 515\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 515\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 515\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 515\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 515\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 515\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 515\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 515\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 515\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 515\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 515\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 516\n",
+      "14.95  et  0.0\n",
+      "1.0\n",
+      "Game #: 516\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 516\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 516\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 516\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 516\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 516\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 516\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 516\n",
+      "0.883139401  et  0.4920499\n",
+      "2.0\n",
+      "Game #: 516\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 516\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 516\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 516\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 516\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 516\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 516\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 516\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 516\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 516\n",
+      "1.172229201  et  0.199\n",
+      "3.0\n",
+      "Game #: 516\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 516\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 516\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 516\n",
+      "0.099  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 516\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 516\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 516\n",
+      "0.7840998  et  0.976258802\n",
+      "0.0\n",
+      "Game #: 516\n",
+      "0.198  et  0.7880798\n",
+      "-8.0\n",
+      "Game #: 516\n",
+      "3.10511361798  et  3.5700724818\n",
+      "0.0\n",
+      "Game #: 516\n",
+      "0.0  et  9.16169316088\n",
+      "-8.0\n",
+      "Game #: 516\n",
+      "0.19701  et  0.8880599\n",
+      "0.0\n",
+      "Game #: 516\n",
+      "0.883139401  et  6.79398384747\n",
+      "-8.0\n",
+      "Game #: 516\n",
+      "0.29601  et  1.2840699\n",
+      "0.0\n",
+      "Game #: 516\n",
+      "0.5890798  et  0.781189002\n",
+      "-8.0\n",
+      "Game #: 516\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 516\n",
+      "12.3586642792  et  12.2350776364\n",
+      "1.0\n",
+      "Game #: 516\n",
+      "0.7880599  et  0.0\n",
+      "2.0\n",
+      "Game #: 516\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 516\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 516\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 516\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 516\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 516\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 516\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 516\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 516\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 516\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 516\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 516\n",
+      "0.39402  et  0.1\n",
+      "7.0\n",
+      "Game #: 516\n",
+      "0.7840998  et  0.199\n",
+      "8.0\n",
+      "Game #: 516\n",
+      "0.7880599  et  0.0\n",
+      "9.0\n",
+      "Game #: 516\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 516\n",
+      "0.59501  et  0.29601\n",
+      "10.0\n",
+      "Game #: 516\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 516\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 516\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 516\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 516\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 516\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 516\n",
+      "random action =  1\n",
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+      "Game #: 516\n",
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+      "1.0\n",
+      "Game #: 516\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Game #: 518\n",
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+      "6.0\n",
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+      "-5.0\n",
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+      "random action =  1\n",
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+      "-6.0\n",
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+      "random action =  1\n",
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+      "-8.0\n",
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+      "-7.0\n",
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+      "-4.0\n",
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+      "Game #: 519\n",
+      "random action =  1\n",
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+      "-8.0\n",
+      "Game #: 519\n",
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+      "Game #: 519\n",
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+      "-2.0\n",
+      "Game #: 519\n",
+      "random action =  1\n",
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+      "-13.0\n",
+      "Game #: 520\n",
+      "0.299  et  0.0\n",
+      "-12.0\n",
+      "Game #: 520\n",
+      "0.299  et  0.0\n",
+      "-11.0\n",
+      "Game #: 520\n",
+      "0.69501  et  0.29601\n",
+      "-10.0\n",
+      "Game #: 520\n",
+      "1.079179301  et  0.39601\n",
+      "-9.0\n",
+      "Game #: 520\n",
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+      "-8.0\n",
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+      "-7.0\n",
+      "Game #: 520\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 520\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 520\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 520\n",
+      "1.4830699  et  3.12079600999\n",
+      "-8.0\n",
+      "Game #: 520\n",
+      "2.54357680899  et  2.9141510409\n",
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+      "-8.0\n",
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+      "-8.0\n",
+      "Game #: 520\n",
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+      "-7.0\n",
+      "Game #: 520\n",
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+      "-6.0\n",
+      "Game #: 520\n",
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+      "-5.0\n",
+      "Game #: 520\n",
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+      "-4.0\n",
+      "Game #: 520\n",
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+      "-3.0\n",
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+      "-2.0\n",
+      "Game #: 520\n",
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+      "-1.0\n",
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+      "Game #: 520\n",
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+      "2.0\n",
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+      "3.0\n",
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+      "4.0\n",
+      "Game #: 520\n",
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+      "Game #: 520\n",
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+      "6.0\n",
+      "Game #: 520\n",
+      "random action =  1\n",
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+      "Game #: 520\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 520\n",
+      "random action =  0\n",
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+      "-6.0\n",
+      "Game #: 520\n",
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+      "Game #: 520\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 520\n",
+      "random action =  0\n",
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+      "Game #: 520\n",
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+      "-2.0\n",
+      "Game #: 520\n",
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+      "Game #: 520\n",
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+      "1.0\n",
+      "Game #: 520\n",
+      "random action =  1\n",
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+      "-8.0\n",
+      "Game #: 520\n",
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+      "-7.0\n",
+      "Game #: 520\n",
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+      "31.2241472219  et  4.15339703848\n",
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+      "-3.0\n",
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+      "1.0\n",
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+      "2.0\n",
+      "Game #: 521\n",
+      "1.560358602  et  0.199\n",
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+      "Game #: 521\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 521\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 521\n",
+      "12.8656380154  et  9.35401644391\n",
+      "6.0\n",
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+      "7.0\n",
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+      "Game #: 521\n",
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+      "Game #: 521\n",
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+      "6.0\n",
+      "Game #: 521\n",
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+      "Game #: 521\n",
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+      "8.0\n",
+      "Game #: 521\n",
+      "1.1781198  et  0.299\n",
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+      "Game #: 521\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 521\n",
+      "random action =  1\n",
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+      "0.0\n",
+      "Game #: 521\n",
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+      "Game #: 521\n",
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+      "2.0\n",
+      "Game #: 521\n",
+      "random action =  0\n",
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+      "Game #: 521\n",
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+      "4.0\n",
+      "Game #: 521\n",
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+      "5.0\n",
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+      "0.7840998  et  0.1\n",
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+      "Game #: 521\n",
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+      "-5.0  et  0.0\n",
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+      "Game #: 521\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 521\n",
+      "random action =  1\n",
+      "-8.0\n",
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+      "0.0\n",
+      "Game #: 521\n",
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+      "1.0\n",
+      "Game #: 521\n",
+      "random action =  1\n",
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+      "Game #: 521\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 521\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 521\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 521\n",
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+      "-8.0\n",
+      "Game #: 521\n",
+      "0.0  et  0.1\n",
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+      "Game #: 521\n",
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+      "1.0\n",
+      "Game #: 521\n",
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+      "Game #: 521\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 521\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 521\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 522\n",
+      "182.472308058  et  195.896584978\n",
+      "0.0\n",
+      "Game #: 522\n",
+      "3.41979600999  et  3.38559804989\n",
+      "1.0\n",
+      "Game #: 522\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 522\n",
+      "0.49601  et  0.5910499\n",
+      "0.0\n",
+      "Game #: 522\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 522\n",
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+      "2.0\n",
+      "Game #: 522\n",
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+      "Game #: 522\n",
+      "4.66547221998  et  0.299\n",
+      "5.0\n",
+      "Game #: 522\n",
+      "random action =  0\n",
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+      "Game #: 522\n",
+      "0.39402  et  0.1\n",
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+      "Game #: 522\n",
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+      "Game #: 522\n",
+      "random action =  0\n",
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+      "Game #: 522\n",
+      "2.344458402  et  0.299\n",
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+      "Game #: 522\n",
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+      "0.39402  et  0.1\n",
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+      "Game #: 522\n",
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+      "Game #: 522\n",
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+      "Game #: 522\n",
+      "0.0  et  0.0\n",
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+      "Game #: 522\n",
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+      "Game #: 522\n",
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+      "-5.0  et  0.0\n",
+      "-8.0\n",
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+      "Game #: 522\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 522\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 522\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 522\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 522\n",
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+      "Game #: 522\n",
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+      "Game #: 522\n",
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+      "-2.0\n",
+      "Game #: 523\n",
+      "19811.4329321  et  0.0\n",
+      "-2.0\n",
+      "Game #: 523\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 523\n",
+      "847.961198794  et  0.0\n",
+      "0.0\n",
+      "Game #: 523\n",
+      "363.399259453  et  0.49601\n",
+      "1.0\n",
+      "Game #: 523\n",
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+      "2.0\n",
+      "Game #: 523\n",
+      "52.3826664168  et  0.880179301\n",
+      "3.0\n",
+      "Game #: 523\n",
+      "4.85682725089  et  0.49601\n",
+      "4.0\n",
+      "Game #: 523\n",
+      "9.43718034877  et  0.39402\n",
+      "5.0\n",
+      "Game #: 523\n",
+      "4.64994665189  et  0.49601\n",
+      "6.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Game #: 523\n",
+      "10.4220530358  et  2.060348602\n",
+      "7.0\n",
+      "Game #: 523\n",
+      "0.198  et  0.1\n",
+      "8.0\n",
+      "Game #: 523\n",
+      "3.69437925185  et  2.14759631298\n",
+      "9.0\n",
+      "Game #: 523\n",
+      "8.37771843692  et  4.53764514547\n",
+      "10.0\n",
+      "Game #: 523\n",
+      "20.6903544506  et  2.9132205419\n",
+      "10.0\n",
+      "Game #: 523\n",
+      "1.568239201  et  0.0\n",
+      "10.0\n",
+      "Game #: 523\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 523\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 523\n",
+      "random action =  0\n",
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+      "-4.0\n",
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+      "Game #: 523\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 523\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 523\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 523\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 523\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 523\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 523\n",
+      "0.7860699  et  0.299\n",
+      "9.0\n",
+      "Game #: 523\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 523\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 523\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 523\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 523\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 523\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 523\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 523\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 523\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 523\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 524\n",
+      "9294.38342765  et  0.0\n",
+      "1.0\n",
+      "Game #: 524\n",
+      "785.555275797  et  0.19701\n",
+      "2.0\n",
+      "Game #: 524\n",
+      "247.654132695  et  0.1\n",
+      "3.0\n",
+      "Game #: 524\n",
+      "301.722345275  et  0.0\n",
+      "4.0\n",
+      "Game #: 524\n",
+      "6.96739125546  et  0.5930399\n",
+      "5.0\n",
+      "Game #: 524\n",
+      "3.48171596782  et  0.4900798\n",
+      "6.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 524\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 524\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 524\n",
+      "1.1781198  et  1.861348602\n",
+      "0.0\n",
+      "Game #: 524\n",
+      "0.979179301  et  3.8953203419\n",
+      "-8.0\n",
+      "Game #: 524\n",
+      "0.19701  et  0.49601\n",
+      "0.0\n",
+      "Game #: 524\n",
+      "7.60921213275  et  12.4736162608\n",
+      "-8.0\n",
+      "Game #: 524\n",
+      "0.099  et  1.0870599\n",
+      "0.0\n",
+      "Game #: 524\n",
+      "0.6880599  et  2.34260670899\n",
+      "-8.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 524\n",
+      "3.11291541099  et  0.299\n",
+      "2.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 524\n",
+      "27.4535329424  et  0.976258802\n",
+      "4.0\n",
+      "Game #: 524\n",
+      "0.39402  et  0.1\n",
+      "5.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 524\n",
+      "0.7840998  et  0.1\n",
+      "9.0\n",
+      "Game #: 524\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 524\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 524\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 524\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 524\n",
+      "0.198  et  0.1\n",
+      "8.0\n",
+      "Game #: 524\n",
+      "0.199  et  0.0\n",
+      "9.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 524\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 524\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 524\n",
+      "-10.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 524\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 524\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 524\n",
+      "0.099  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 524\n",
+      "0.198  et  0.29602\n",
+      "-8.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 524\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 524\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 524\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 525\n",
+      "34.8505  et  0.0\n",
+      "-6.0\n",
+      "Game #: 525\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 525\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 525\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 525\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 525\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 525\n",
+      "69.2778339519  et  68.6850556124\n",
+      "-8.0\n",
+      "Game #: 525\n",
+      "46.9389716656  et  15.8167155863\n",
+      "-7.0\n",
+      "Game #: 525\n",
+      "50.6097856129  et  0.3920499\n",
+      "-6.0\n",
+      "Game #: 525\n",
+      "0.49601  et  0.0\n",
+      "-5.0\n",
+      "Game #: 525\n",
+      "0.979199002  et  0.4900798\n",
+      "-4.0\n",
+      "Game #: 525\n",
+      "0.49402  et  0.1\n",
+      "-3.0\n",
+      "Game #: 525\n",
+      "0.29701  et  0.199\n",
+      "-2.0\n",
+      "Game #: 525\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 525\n",
+      "0.298  et  0.1\n",
+      "0.0\n",
+      "Game #: 525\n",
+      "0.39601  et  0.19701\n",
+      "1.0\n",
+      "Game #: 525\n",
+      "0.982139401  et  0.5920499\n",
+      "2.0\n",
+      "Game #: 525\n",
+      "1.1840699  et  0.0\n",
+      "3.0\n",
+      "Game #: 525\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 525\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 525\n",
+      "2.33581382892  et  1.86138780699\n",
+      "6.0\n",
+      "Game #: 525\n",
+      "2.9101909409  et  0.882169301\n",
+      "7.0\n",
+      "Game #: 525\n",
+      "0.7840998  et  0.1\n",
+      "8.0\n",
+      "Game #: 525\n",
+      "0.5900598  et  0.39602\n",
+      "9.0\n",
+      "Game #: 525\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 525\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 525\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 525\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 525\n",
+      "0.39601  et  0.0\n",
+      "3.0\n",
+      "Game #: 525\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 525\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 525\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 525\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 525\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 525\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 525\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 525\n",
+      "0.298  et  0.1\n",
+      "-4.0\n",
+      "Game #: 525\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 525\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 525\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 525\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 525\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 525\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 525\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 525\n",
+      "0.19701  et  0.49601\n",
+      "0.0\n",
+      "Game #: 525\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 525\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 525\n",
+      "0.39402  et  0.1\n",
+      "3.0\n",
+      "Game #: 525\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 525\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 525\n",
+      "0.7880599  et  0.1\n",
+      "6.0\n",
+      "Game #: 525\n",
+      "0.39402  et  0.199\n",
+      "7.0\n",
+      "Game #: 525\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 525\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 525\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 525\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 525\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 525\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 525\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 525\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 525\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 525\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 526\n",
+      "35.24651  et  0.0\n",
+      "-7.0\n",
+      "Game #: 526\n",
+      "3.61680600999  et  0.0\n",
+      "-6.0\n",
+      "Game #: 526\n",
+      "6.31038405988  et  0.0\n",
+      "-5.0\n",
+      "Game #: 526\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 526\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 526\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 526\n",
+      "1.077199002  et  0.8880798\n",
+      "2.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 526\n",
+      "2.81613084586  et  1.65849681198\n",
+      "4.0\n",
+      "Game #: 526\n",
+      "0.39501  et  0.299\n",
+      "5.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 526\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 526\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 526\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 526\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 526\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 526\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 526\n",
+      "1.1781198  et  0.299\n",
+      "5.0\n",
+      "Game #: 526\n",
+      "1.1781198  et  0.59501\n",
+      "6.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 526\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 526\n",
+      "-4.802  et  0.299\n",
+      "0.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 526\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 526\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 526\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 526\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 526\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 526\n",
+      "0.298  et  0.1\n",
+      "-7.0\n",
+      "Game #: 526\n",
+      "-9.85  et  -5.0\n",
+      "-8.0\n",
+      "Game #: 526\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 526\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 526\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 526\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 527\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 527\n",
+      "0.69501  et  0.6880599\n",
+      "1.0\n",
+      "Game #: 527\n",
+      "1.574189301  et  0.39601\n",
+      "2.0\n",
+      "Game #: 527\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 527\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 527\n",
+      "0.39601  et  0.5920499\n",
+      "0.0\n",
+      "Game #: 527\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 527\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 527\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 527\n",
+      "0.39601  et  0.1\n",
+      "4.0\n",
+      "Game #: 527\n",
+      "0.5910499  et  0.199\n",
+      "5.0\n",
+      "Game #: 527\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 527\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 527\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 527\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 527\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 527\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 527\n",
+      "0.29701  et  0.199\n",
+      "2.0\n",
+      "Game #: 527\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 527\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 527\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 527\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 527\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 527\n",
+      "0.4920499  et  0.39601\n",
+      "3.0\n",
+      "Game #: 527\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 527\n",
+      "0.7840998  et  0.1\n",
+      "5.0\n",
+      "Game #: 527\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 527\n",
+      "0.49601  et  0.5910499\n",
+      "0.0\n",
+      "Game #: 527\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 527\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 527\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 527\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 527\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 527\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 527\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 527\n",
+      "0.29701  et  0.199\n",
+      "6.0\n",
+      "Game #: 527\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 527\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 527\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 527\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 527\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 527\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 527\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 527\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 527\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 527\n",
+      "0.5900598  et  0.39602\n",
+      "4.0\n",
+      "Game #: 527\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 527\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 527\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 527\n",
+      "3.02284491598  et  1.662348602\n",
+      "8.0\n",
+      "Game #: 527\n",
+      "1.568239201  et  0.780179301\n",
+      "9.0\n",
+      "Game #: 527\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 527\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 527\n",
+      "0.981149401  et  0.29701\n",
+      "10.0\n",
+      "Game #: 527\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 527\n",
+      "0.7880599  et  0.0\n",
+      "10.0\n",
+      "Game #: 527\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 527\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 527\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 527\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 527\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 527\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 528\n",
+      "1877.22110225  et  5.1\n",
+      "-6.0\n",
+      "Game #: 528\n",
+      "12.1834891709  et  0.0\n",
+      "-5.0\n",
+      "Game #: 528\n",
+      "12.1834891709  et  0.0\n",
+      "-4.0\n",
+      "Game #: 528\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 528\n",
+      "13.9651085984  et  0.5930399\n",
+      "-2.0\n",
+      "Game #: 528\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 528\n",
+      "3.58368606782  et  0.976258802\n",
+      "0.0\n",
+      "Game #: 528\n",
+      "33.5993384612  et  22.9382963465\n",
+      "1.0\n",
+      "Game #: 528\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 528\n",
+      "4.66547221998  et  0.59501\n",
+      "3.0\n",
+      "Game #: 528\n",
+      "0.39402  et  0.1\n",
+      "4.0\n",
+      "Game #: 528\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 528\n",
+      "3.3032704419  et  10.2943611475\n",
+      "0.0\n",
+      "Game #: 528\n",
+      "0.198  et  0.29602\n",
+      "-8.0\n",
+      "Game #: 528\n",
+      "0.5910499  et  2.45048730799\n",
+      "0.0\n",
+      "Game #: 528\n",
+      "2.82378600999  et  11.0402359293\n",
+      "-8.0\n",
+      "Game #: 528\n",
+      "0.39601  et  1.278179301\n",
+      "0.0\n",
+      "Game #: 528\n",
+      "0.1  et  0.198\n",
+      "-8.0\n",
+      "Game #: 528\n",
+      "0.9870599  et  1.077189301\n",
+      "0.0\n",
+      "Game #: 528\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 528\n",
+      "0.39402  et  0.1\n",
+      "2.0\n",
+      "Game #: 528\n",
+      "0.39402  et  0.199\n",
+      "3.0\n",
+      "Game #: 528\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 528\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 528\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 528\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 528\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 528\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 528\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 528\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 528\n",
+      "0.59501  et  0.0\n",
+      "5.0\n",
+      "Game #: 528\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 528\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 528\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 528\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 528\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 528\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 528\n",
+      "0.7880599  et  0.0\n",
+      "4.0\n",
+      "Game #: 528\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 528\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 528\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 528\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 528\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 528\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 528\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 528\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 528\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 528\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 528\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 528\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 528\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 528\n",
+      "0.49501  et  0.299\n",
+      "-3.0\n",
+      "Game #: 528\n",
+      "0.49402  et  0.199\n",
+      "-2.0\n",
+      "Game #: 528\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 528\n",
+      "0.49601  et  0.0\n",
+      "0.0\n",
+      "Game #: 528\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 528\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 528\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 528\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 528\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 528\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 528\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 529\n",
+      "75.6365649  et  0.0\n",
+      "-16.0\n",
+      "Game #: 529\n",
+      "0.299  et  0.099\n",
+      "-15.0\n",
+      "Game #: 529\n",
+      "0.298  et  0.1\n",
+      "-14.0\n",
+      "Game #: 529\n",
+      "1.280149401  et  0.29701\n",
+      "-13.0\n",
+      "Game #: 529\n",
+      "0.49601  et  0.1\n",
+      "-12.0\n",
+      "Game #: 529\n",
+      "0.69302  et  0.1\n",
+      "-11.0\n",
+      "Game #: 529\n",
+      "0.1  et  0.0\n",
+      "-10.0\n",
+      "Game #: 529\n",
+      "0.1  et  0.0\n",
+      "-9.0\n",
+      "Game #: 529\n",
+      "0.1  et  0.0\n",
+      "-8.0\n",
+      "Game #: 529\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 529\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 529\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 529\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 529\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 529\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 529\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 529\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 529\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 529\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 529\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 529\n",
+      "0.299  et  0.39601\n",
+      "0.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 529\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 529\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 529\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 529\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 529\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 529\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 530\n",
+      "9933.95870389  et  0.0\n",
+      "-16.0\n",
+      "Game #: 530\n",
+      "1.867239201  et  0.0\n",
+      "-15.0\n",
+      "Game #: 530\n",
+      "1.0870599  et  0.0\n",
+      "-14.0\n",
+      "Game #: 530\n",
+      "11.7839888788  et  7.07427185446\n",
+      "-13.0\n",
+      "Game #: 530\n",
+      "0.8900499  et  0.199\n",
+      "-12.0\n",
+      "Game #: 530\n",
+      "1.4830699  et  0.6880599\n",
+      "-11.0\n",
+      "Game #: 530\n",
+      "0.49601  et  0.19701\n",
+      "-10.0\n",
+      "Game #: 530\n",
+      "0.49601  et  0.0\n",
+      "-9.0\n",
+      "Game #: 530\n",
+      "1.4830699  et  0.0\n",
+      "-8.0\n",
+      "Game #: 530\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 530\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 530\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 530\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 530\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 530\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 530\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 530\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 530\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 530\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 530\n",
+      "0.199  et  0.0\n",
+      "0.0\n",
+      "Game #: 530\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 530\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 530\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 530\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 530\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 530\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 530\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 530\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 530\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 530\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 530\n",
+      "1.176228902  et  0.7860898\n",
+      "10.0\n",
+      "Game #: 530\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 530\n",
+      "0.4930399  et  0.29701\n",
+      "10.0\n",
+      "Game #: 530\n",
+      "0.39502  et  0.298\n",
+      "10.0\n",
+      "Game #: 530\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 530\n",
+      "0.7840998  et  0.1\n",
+      "10.0\n",
+      "Game #: 530\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 530\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 530\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 530\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 530\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 530\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 530\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 530\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 530\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 530\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 530\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 530\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 530\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 530\n",
+      "0.39601  et  0.0\n",
+      "10.0\n",
+      "Game #: 530\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 530\n",
+      "0.9830998  et  0.1\n",
+      "10.0\n",
+      "Game #: 530\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 530\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 530\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 530\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 530\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 530\n",
+      "0.49601  et  0.0\n",
+      "-6.0\n",
+      "Game #: 530\n",
+      "0.199  et  0.1\n",
+      "-5.0\n",
+      "Game #: 530\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 530\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 530\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 531\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 531\n",
+      "0.299  et  0.39501\n",
+      "-8.0\n",
+      "Game #: 531\n",
+      "0.299  et  0.39601\n",
+      "0.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 531\n",
+      "0.6910499  et  0.39601\n",
+      "2.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 531\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.69501\n",
+      "0.0\n",
+      "Game #: 531\n",
+      "0.784139401  et  1.36734790699\n",
+      "-8.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 531\n",
+      "1.182129501  et  1.86234810599\n",
+      "-8.0\n",
+      "Game #: 531\n",
+      "1.2840699  et  1.371229201\n",
+      "0.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 531\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 531\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 531\n",
+      "0.5900798  et  1.078199002\n",
+      "0.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 531\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 531\n",
+      "0.883139401  et  0.6910499\n",
+      "4.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 531\n",
+      "0.7880599  et  0.099\n",
+      "6.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 531\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 531\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 531\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 531\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 531\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 531\n",
+      "0.19701  et  0.49601\n",
+      "0.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 531\n",
+      "-14.8  et  -5.0\n",
+      "-8.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 531\n",
+      "-4.9  et  0.0\n",
+      "-8.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 531\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 532\n",
+      "621.188707745  et  0.0\n",
+      "-4.0\n",
+      "Game #: 532\n",
+      "6.37749817938  et  3.18858804989\n",
+      "-3.0\n",
+      "Game #: 532\n",
+      "18.669048339  et  0.0\n",
+      "-2.0\n",
+      "Game #: 532\n",
+      "21.8652577062  et  0.39601\n",
+      "-1.0\n",
+      "Game #: 532\n",
+      "11.6246471451  et  0.882169301\n",
+      "0.0\n",
+      "Game #: 532\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 532\n",
+      "1.077199002  et  2.05450681198\n",
+      "0.0\n",
+      "Game #: 532\n",
+      "1.45852621398  et  9.97628294518\n",
+      "-8.0\n",
+      "Game #: 532\n",
+      "0.29601  et  2.655299101\n",
+      "0.0\n",
+      "Game #: 532\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 532\n",
+      "318.763289159  et  31.3580968481\n",
+      "2.0\n",
+      "Game #: 532\n",
+      "27.039775497  et  4.24843693848\n",
+      "3.0\n",
+      "Game #: 532\n",
+      "4.51548155698  et  3.7690724818\n",
+      "4.0\n",
+      "Game #: 532\n",
+      "1.55456611398  et  0.5890798\n",
+      "5.0\n",
+      "Game #: 532\n",
+      "0.39601  et  0.0\n",
+      "6.0\n",
+      "Game #: 532\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 532\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 532\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 532\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 532\n",
+      "1.560358602  et  1.64475501598\n",
+      "-8.0\n",
+      "Game #: 532\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 532\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 532\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 532\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 532\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 532\n",
+      "0.7840998  et  0.1\n",
+      "5.0\n",
+      "Game #: 532\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 532\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 532\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 532\n",
+      "0.39402  et  0.1\n",
+      "9.0\n",
+      "Game #: 532\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 532\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 532\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 532\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 532\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 532\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 532\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 532\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 532\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 532\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 532\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 533\n",
+      "74.352495  et  0.0\n",
+      "1.0\n",
+      "Game #: 533\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 533\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 533\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 533\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 533\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 533\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 533\n",
+      "0.7840998  et  0.1\n",
+      "5.0\n",
+      "Game #: 533\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 533\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 533\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 533\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 533\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 533\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 533\n",
+      "0.39501  et  0.299\n",
+      "10.0\n",
+      "Game #: 533\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 533\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 533\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 533\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 533\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 533\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 533\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 533\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 534\n",
+      "9895.2225477  et  0.0\n",
+      "1.0\n",
+      "Game #: 534\n",
+      "28.5025978255  et  0.0\n",
+      "2.0\n",
+      "Game #: 534\n",
+      "6.17917609978  et  0.1\n",
+      "3.0\n",
+      "Game #: 534\n",
+      "97.3936773597  et  0.1\n",
+      "4.0\n",
+      "Game #: 534\n",
+      "390.749011493  et  0.1\n",
+      "5.0\n",
+      "Game #: 534\n",
+      "337.725937287  et  0.39602\n",
+      "6.0\n",
+      "Game #: 534\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 534\n",
+      "200.023802006  et  0.0\n",
+      "8.0\n",
+      "Game #: 534\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 534\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 534\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 534\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 534\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 534\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 534\n",
+      "0.39402  et  0.1\n",
+      "2.0\n",
+      "Game #: 534\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 534\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 534\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 534\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 534\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 534\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 534\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 534\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 534\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 534\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 534\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 534\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 534\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 534\n",
+      "0.7880599  et  0.0\n",
+      "4.0\n",
+      "Game #: 534\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 534\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 534\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 534\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 534\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 534\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 534\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 534\n",
+      "0.7840998  et  0.1\n",
+      "10.0\n",
+      "Game #: 534\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 534\n",
+      "0.977209002  et  0.29602\n",
+      "10.0\n",
+      "Game #: 534\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 534\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 535\n",
+      "75.1405549  et  0.0\n",
+      "1.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 535\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 535\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 535\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 535\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 535\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 535\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 535\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 535\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 535\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 535\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 536\n",
+      "34.9495  et  0.0\n",
+      "1.0\n",
+      "Game #: 536\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 536\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 536\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 536\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 536\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 536\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 536\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 536\n",
+      "0.7840998  et  0.1\n",
+      "9.0\n",
+      "Game #: 536\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 536\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 536\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 536\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 536\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 536\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 536\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 536\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 536\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 536\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 536\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 536\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 536\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 536\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 536\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 536\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 536\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 537\n",
+      "620.012518444  et  0.0\n",
+      "-1.0\n",
+      "Game #: 537\n",
+      "6.31038405988  et  0.780179301\n",
+      "0.0\n",
+      "Game #: 537\n",
+      "74.4734208083  et  0.1\n",
+      "1.0\n",
+      "Game #: 537\n",
+      "9.68029971776  et  0.299\n",
+      "2.0\n",
+      "Game #: 537\n",
+      "12.3510169538  et  0.9850998\n",
+      "3.0\n",
+      "Game #: 537\n",
+      "6.17917609978  et  0.1\n",
+      "4.0\n",
+      "Game #: 537\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 537\n",
+      "93.4085536146  et  15.8167155863\n",
+      "6.0\n",
+      "Game #: 537\n",
+      "9.28428971776  et  0.299\n",
+      "7.0\n",
+      "Game #: 537\n",
+      "16.8320369131  et  2.3250911409\n",
+      "8.0\n",
+      "Game #: 537\n",
+      "0.7840998  et  0.1\n",
+      "9.0\n",
+      "Game #: 537\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 537\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 537\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 537\n",
+      "0.19701  et  1.0870599\n",
+      "0.0\n",
+      "Game #: 537\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 537\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 537\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 537\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 537\n",
+      "1.081149401  et  0.29701\n",
+      "-7.0\n",
+      "Game #: 537\n",
+      "0.299  et  0.0\n",
+      "-6.0\n",
+      "Game #: 537\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 537\n",
+      "1.660358602  et  0.1\n",
+      "-4.0\n",
+      "Game #: 537\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 537\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 537\n",
+      "0.49601  et  0.0\n",
+      "-1.0\n",
+      "Game #: 537\n",
+      "1.660358602  et  0.1\n",
+      "0.0\n",
+      "Game #: 537\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 537\n",
+      "9.07007622927  et  9.16169316088\n",
+      "-8.0\n",
+      "Game #: 537\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 537\n",
+      "0.099  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 537\n",
+      "0.0  et  0.69501\n",
+      "0.0\n",
+      "Game #: 537\n",
+      "2.52974610999  et  5.08504521099\n",
+      "-8.0\n",
+      "Game #: 537\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 537\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 537\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 537\n",
+      "0.39601  et  0.3920499\n",
+      "1.0\n",
+      "Game #: 537\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 537\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 537\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 537\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 537\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 537\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 537\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 537\n",
+      "0.6880599  et  0.49601\n",
+      "4.0\n",
+      "Game #: 537\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 537\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 537\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 537\n",
+      "8.33097548737  et  4.26577735089\n",
+      "8.0\n",
+      "Game #: 537\n",
+      "1.176189301  et  0.199\n",
+      "9.0\n",
+      "Game #: 537\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 537\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 537\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 537\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 537\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 537\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 537\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 537\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 537\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 537\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 537\n",
+      "0.198  et  0.29602\n",
+      "-8.0\n",
+      "Game #: 537\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 538\n",
+      "10.149  et  5.1\n",
+      "-16.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "-15.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "-14.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "-13.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "-12.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 538\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 538\n",
+      "0.299  et  0.0\n",
+      "2.0\n",
+      "Game #: 538\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 538\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 538\n",
+      "0.299  et  0.0\n",
+      "5.0\n",
+      "Game #: 538\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 538\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 538\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 538\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 538\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 538\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 538\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 538\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 538\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 538\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 538\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 538\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 538\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 538\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 538\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 538\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 538\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 538\n",
+      "0.299  et  0.0\n",
+      "6.0\n",
+      "Game #: 538\n",
+      "0.299  et  0.0\n",
+      "7.0\n",
+      "Game #: 538\n",
+      "0.49601  et  0.0\n",
+      "8.0\n",
+      "Game #: 538\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 538\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 538\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 538\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 538\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 538\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 538\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 538\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 538\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 538\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 539\n",
+      "39429.8515348  et  0.0\n",
+      "-16.0\n",
+      "Game #: 539\n",
+      "3.6973203419  et  1.84856680899\n",
+      "-15.0\n",
+      "Game #: 539\n",
+      "3.97376586782  et  0.5900798\n",
+      "-14.0\n",
+      "Game #: 539\n",
+      "493.004219698  et  69.3717928408\n",
+      "-13.0\n",
+      "Game #: 539\n",
+      "19.3121447856  et  6.61538433878\n",
+      "-12.0\n",
+      "Game #: 539\n",
+      "0.8840998  et  0.1\n",
+      "-11.0\n",
+      "Game #: 539\n",
+      "1.082139401  et  0.5920499\n",
+      "-10.0\n",
+      "Game #: 539\n",
+      "0.49601  et  0.0\n",
+      "-9.0\n",
+      "Game #: 539\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 539\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 539\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 539\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 539\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 539\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 539\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 539\n",
+      "1.1840699  et  0.0\n",
+      "-1.0\n",
+      "Game #: 539\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 539\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 539\n",
+      "0.299  et  0.0\n",
+      "2.0\n",
+      "Game #: 539\n",
+      "0.8880599  et  0.3920499\n",
+      "3.0\n",
+      "Game #: 539\n",
+      "0.299  et  0.0\n",
+      "4.0\n",
+      "Game #: 539\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 539\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 539\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 539\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 539\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 539\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 539\n",
+      "1.081149401  et  0.5910499\n",
+      "10.0\n",
+      "Game #: 539\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 539\n",
+      "0.982139401  et  0.5920499\n",
+      "10.0\n",
+      "Game #: 539\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 539\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 539\n",
+      "0.7840998  et  0.1\n",
+      "10.0\n",
+      "Game #: 539\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 539\n",
+      "0.39601  et  0.0\n",
+      "10.0\n",
+      "Game #: 539\n",
+      "0.59501  et  0.0\n",
+      "10.0\n",
+      "Game #: 539\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 539\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 539\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 539\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 539\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 539\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 539\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 539\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 539\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 539\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 539\n",
+      "0.8880599  et  0.0\n",
+      "-7.0\n",
+      "Game #: 539\n",
+      "0.49601  et  0.1\n",
+      "-6.0\n",
+      "Game #: 539\n",
+      "0.299  et  0.0\n",
+      "-5.0\n",
+      "Game #: 539\n",
+      "1.668239201  et  0.0\n",
+      "-4.0\n",
+      "Game #: 539\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 539\n",
+      "0.199  et  0.1\n",
+      "-2.0\n",
+      "Game #: 539\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 539\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 539\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 539\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 539\n",
+      "0.198  et  0.39602\n",
+      "0.0\n",
+      "Game #: 539\n",
+      "1.567239201  et  2.63862670899\n",
+      "-8.0\n",
+      "Game #: 539\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 539\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 539\n",
+      "0.39402  et  0.1\n",
+      "2.0\n",
+      "Game #: 539\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 540\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 540\n",
+      "0.8880599  et  0.0\n",
+      "-5.0\n",
+      "Game #: 540\n",
+      "0.8880599  et  0.0\n",
+      "-4.0\n",
+      "Game #: 540\n",
+      "1.0830998  et  0.1\n",
+      "-3.0\n",
+      "Game #: 540\n",
+      "6.70639405988  et  0.0\n",
+      "-2.0\n",
+      "Game #: 540\n",
+      "0.299  et  0.0\n",
+      "-1.0\n",
+      "Game #: 540\n",
+      "7.23153527496  et  0.976258802\n",
+      "0.0\n",
+      "Game #: 540\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 540\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 540\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 540\n",
+      "0.7840998  et  0.1\n",
+      "4.0\n",
+      "Game #: 540\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 540\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 540\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 540\n",
+      "1.75059601398  et  0.976258802\n",
+      "8.0\n",
+      "Game #: 540\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 540\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 540\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 540\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 540\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 540\n",
+      "0.0  et  -4.9\n",
+      "1.0\n",
+      "Game #: 540\n",
+      "0.9840699  et  0.69501\n",
+      "2.0\n",
+      "Game #: 540\n",
+      "0.977189301  et  0.39601\n",
+      "3.0\n",
+      "Game #: 540\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 540\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 540\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 540\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 540\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 540\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 540\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 540\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 540\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 540\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 540\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 540\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 540\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 541\n",
+      "14798.5054041  et  5.1\n",
+      "1.0\n",
+      "Game #: 541\n",
+      "75.6985375284  et  0.0\n",
+      "2.0\n",
+      "Game #: 541\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 541\n",
+      "2.72874610999  et  0.199\n",
+      "4.0\n",
+      "Game #: 541\n",
+      "23.1330478187  et  0.882169301\n",
+      "5.0\n",
+      "Game #: 541\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 541\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 541\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 541\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 541\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 541\n",
+      "2.04661601398  et  0.5900798\n",
+      "-7.0\n",
+      "Game #: 541\n",
+      "0.8840998  et  0.1\n",
+      "-6.0\n",
+      "Game #: 541\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 541\n",
+      "3.19358656682  et  0.5890798\n",
+      "-4.0\n",
+      "Game #: 541\n",
+      "0.298  et  0.1\n",
+      "-3.0\n",
+      "Game #: 541\n",
+      "1.668239201  et  0.780179301\n",
+      "-2.0\n",
+      "Game #: 541\n",
+      "0.8880599  et  0.0\n",
+      "-1.0\n",
+      "Game #: 541\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 541\n",
+      "0.39601  et  0.0\n",
+      "1.0\n",
+      "Game #: 541\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 541\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 541\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 541\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 541\n",
+      "0.977209002  et  0.29602\n",
+      "6.0\n",
+      "Game #: 541\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 541\n",
+      "1.560358602  et  0.1\n",
+      "8.0\n",
+      "Game #: 541\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 541\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 541\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 541\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 541\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 541\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 541\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 541\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 541\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 541\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 541\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 541\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 541\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 541\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 541\n",
+      "0.39402  et  0.1\n",
+      "9.0\n",
+      "Game #: 541\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 541\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 541\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 541\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 541\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 541\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 541\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 542\n",
+      "310.66950475  et  312.662809703\n",
+      "0.0\n",
+      "Game #: 542\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 542\n",
+      "3.97376586782  et  4.62410800914\n",
+      "0.0\n",
+      "Game #: 542\n",
+      "10.8602274816  et  12.4081419188\n",
+      "-8.0\n",
+      "Game #: 542\n",
+      "3.51680600999  et  3.58163794989\n",
+      "0.0\n",
+      "Game #: 542\n",
+      "337.725937287  et  334.744697914\n",
+      "1.0\n",
+      "Game #: 542\n",
+      "10.7677187555  et  0.883139401\n",
+      "2.0\n",
+      "Game #: 542\n",
+      "6.95966748038  et  0.4920499\n",
+      "3.0\n",
+      "Game #: 542\n",
+      "100.71347337  et  0.3920499\n",
+      "4.0\n",
+      "Game #: 542\n",
+      "1.767239201  et  0.0\n",
+      "5.0\n",
+      "Game #: 542\n",
+      "0.7840998  et  0.1\n",
+      "6.0\n",
+      "Game #: 542\n",
+      "0.7880599  et  0.0\n",
+      "7.0\n",
+      "Game #: 542\n",
+      "0.39502  et  0.298\n",
+      "8.0\n",
+      "Game #: 542\n",
+      "2.344458402  et  1.1840699\n",
+      "9.0\n",
+      "Game #: 542\n",
+      "1.75744740799  et  0.6910499\n",
+      "10.0\n",
+      "Game #: 542\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 542\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 542\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 542\n",
+      "0.9870599  et  2.24360670899\n",
+      "0.0\n",
+      "Game #: 542\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 542\n",
+      "0.7840998  et  0.1\n",
+      "2.0\n",
+      "Game #: 542\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 542\n",
+      "0.39402  et  0.1\n",
+      "4.0\n",
+      "Game #: 542\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 542\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 542\n",
+      "0.1  et  1.0870599\n",
+      "0.0\n",
+      "Game #: 542\n",
+      "0.099  et  2.356299101\n",
+      "-8.0\n",
+      "Game #: 542\n",
+      "0.298  et  0.49502\n",
+      "0.0\n",
+      "Game #: 542\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 542\n",
+      "2.34061670899  et  0.199\n",
+      "2.0\n",
+      "Game #: 542\n",
+      "0.7880599  et  0.1\n",
+      "3.0\n",
+      "Game #: 542\n",
+      "0.39601  et  0.0\n",
+      "4.0\n",
+      "Game #: 542\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 542\n",
+      "0.4920499  et  0.39601\n",
+      "6.0\n",
+      "Game #: 542\n",
+      "0.39601  et  0.19701\n",
+      "7.0\n",
+      "Game #: 542\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 542\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 542\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 542\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 542\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 542\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 542\n",
+      "0.59501  et  0.0\n",
+      "3.0\n",
+      "Game #: 542\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 542\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 542\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 542\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 542\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 542\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 542\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 542\n",
+      "1.56043720998  et  2.62501203988\n",
+      "0.0\n",
+      "Game #: 542\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 542\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 542\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 542\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 542\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 542\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 542\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 542\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 542\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 542\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 542\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 542\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 543\n",
+      "325.815932533  et  80.653576759\n",
+      "-16.0\n",
+      "Game #: 543\n",
+      "19.065058339  et  0.0\n",
+      "-15.0\n",
+      "Game #: 543\n",
+      "492.931724063  et  0.1\n",
+      "-14.0\n",
+      "Game #: 543\n",
+      "62.2360529716  et  4.15339703848\n",
+      "-13.0\n",
+      "Game #: 543\n",
+      "7.26623599978  et  0.39601\n",
+      "-12.0\n",
+      "Game #: 543\n",
+      "38.8196453957  et  19.2625371567\n",
+      "-11.0\n",
+      "Game #: 543\n",
+      "0.1  et  0.0\n",
+      "-10.0\n",
+      "Game #: 543\n",
+      "1.272268802  et  0.39402\n",
+      "-9.0\n",
+      "Game #: 543\n",
+      "0.199  et  0.1\n",
+      "-8.0\n",
+      "Game #: 543\n",
+      "5.33319475888  et  2.555299101\n",
+      "-7.0\n",
+      "Game #: 543\n",
+      "0.49601  et  0.1\n",
+      "-6.0\n",
+      "Game #: 543\n",
+      "5.38404521099  et  0.0\n",
+      "-5.0\n",
+      "Game #: 543\n",
+      "14.4541214403  et  0.199\n",
+      "-4.0\n",
+      "Game #: 543\n",
+      "0.199  et  0.1\n",
+      "-3.0\n",
+      "Game #: 543\n",
+      "0.7880599  et  0.59501\n",
+      "-2.0\n",
+      "Game #: 543\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 543\n",
+      "0.0  et  1.1840699\n",
+      "0.0\n",
+      "Game #: 543\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 543\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 543\n",
+      "0.7880599  et  0.0\n",
+      "3.0\n",
+      "Game #: 543\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 543\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 543\n",
+      "3.68463646682  et  10.0879272193\n",
+      "0.0\n",
+      "Game #: 543\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 543\n",
+      "4.68903521099  et  0.0\n",
+      "2.0\n",
+      "Game #: 543\n",
+      "1.568239201  et  0.1\n",
+      "3.0\n",
+      "Game #: 543\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 543\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 543\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 543\n",
+      "2.951309101  et  0.0\n",
+      "-6.0\n",
+      "Game #: 543\n",
+      "0.59501  et  0.0\n",
+      "-5.0\n",
+      "Game #: 543\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 543\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 543\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 543\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 543\n",
+      "0.39601  et  0.0\n",
+      "0.0\n",
+      "Game #: 543\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 543\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 543\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 543\n",
+      "0.49601  et  -5.0\n",
+      "4.0\n",
+      "Game #: 543\n",
+      "0.49601  et  0.0\n",
+      "5.0\n",
+      "Game #: 543\n",
+      "0.299  et  0.0\n",
+      "6.0\n",
+      "Game #: 543\n",
+      "0.49601  et  0.0\n",
+      "7.0\n",
+      "Game #: 543\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 543\n",
+      "0.199  et  0.0\n",
+      "9.0\n",
+      "Game #: 543\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 543\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 543\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 543\n",
+      "0.29701  et  0.199\n",
+      "10.0\n",
+      "Game #: 543\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 543\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 543\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 543\n",
+      "0.39601  et  0.4920499\n",
+      "0.0\n",
+      "Game #: 543\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 543\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 543\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 543\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 543\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 543\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 543\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 543\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 543\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 543\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 543\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 543\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 543\n",
+      "14.830699  et  0.0\n",
+      "3.0\n",
+      "Game #: 543\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 543\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 543\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 543\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 544\n",
+      "19708.5465442  et  0.0\n",
+      "-2.0\n",
+      "Game #: 544\n",
+      "16.9625301892  et  0.0\n",
+      "-1.0\n",
+      "Game #: 544\n",
+      "25.0897519155  et  0.0\n",
+      "0.0\n",
+      "Game #: 544\n",
+      "289.268961126  et  0.199\n",
+      "1.0\n",
+      "Game #: 544\n",
+      "1.1840699  et  0.0\n",
+      "2.0\n",
+      "Game #: 544\n",
+      "1.277179301  et  0.6890599\n",
+      "3.0\n",
+      "Game #: 544\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 544\n",
+      "1.280149401  et  1.66435790699\n",
+      "0.0\n",
+      "Game #: 544\n",
+      "1.668239201  et  2.04360670899\n",
+      "-8.0\n",
+      "Game #: 544\n",
+      "0.29601  et  1.2840699\n",
+      "0.0\n",
+      "Game #: 544\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 544\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 544\n",
+      "14.4541214403  et  14.5085802259\n",
+      "-8.0\n",
+      "Game #: 544\n",
+      "1.4830699  et  6.31038405988\n",
+      "0.0\n",
+      "Game #: 544\n",
+      "0.7880599  et  1.375189301\n",
+      "-8.0\n",
+      "Game #: 544\n",
+      "0.7880599  et  3.87764794989\n",
+      "0.0\n",
+      "Game #: 544\n",
+      "0.0  et  2.356299101\n",
+      "-8.0\n",
+      "Game #: 544\n",
+      "0.29602  et  0.4910598\n",
+      "0.0\n",
+      "Game #: 544\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 544\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 544\n",
+      "0.69501  et  0.0\n",
+      "3.0\n",
+      "Game #: 544\n",
+      "2.43092283391  et  1.85744740799\n",
+      "4.0\n",
+      "Game #: 544\n",
+      "13.6716844139  et  10.0879272193\n",
+      "5.0\n",
+      "Game #: 544\n",
+      "7.56255807938  et  0.5910499\n",
+      "6.0\n",
+      "Game #: 544\n",
+      "0.9870599  et  0.19701\n",
+      "7.0\n",
+      "Game #: 544\n",
+      "0.39601  et  0.1\n",
+      "8.0\n",
+      "Game #: 544\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 544\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 544\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 544\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 544\n",
+      "0.19701  et  0.8880599\n",
+      "0.0\n",
+      "Game #: 544\n",
+      "0.29601  et  2.555299101\n",
+      "-8.0\n",
+      "Game #: 544\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 544\n",
+      "0.198  et  0.7880798\n",
+      "-8.0\n",
+      "Game #: 544\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 544\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 544\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 544\n",
+      "0.4930399  et  0.785119501\n",
+      "-8.0\n",
+      "Game #: 544\n",
+      "0.39601  et  0.7910499\n",
+      "0.0\n",
+      "Game #: 544\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 544\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 544\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 544\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 544\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 544\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 544\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 544\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 544\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 544\n",
+      "0.7840998  et  0.1\n",
+      "6.0\n",
+      "Game #: 544\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 544\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 544\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 544\n",
+      "0.979179301  et  0.39601\n",
+      "10.0\n",
+      "Game #: 544\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 544\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 544\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 544\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 544\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 544\n",
+      "1.568258902  et  2.04759631298\n",
+      "-8.0\n",
+      "Game #: 544\n",
+      "0.39601  et  0.4920499\n",
+      "0.0\n",
+      "Game #: 544\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 544\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 545\n",
+      "329.739271733  et  232.228366143\n",
+      "-7.0\n",
+      "Game #: 545\n",
+      "7.29744395988  et  0.0\n",
+      "-6.0\n",
+      "Game #: 545\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 545\n",
+      "43.6118628354  et  0.39601\n",
+      "-4.0\n",
+      "Game #: 545\n",
+      "3.6923998429  et  2.04460670899\n",
+      "-3.0\n",
+      "Game #: 545\n",
+      "1.75159601398  et  0.876258802\n",
+      "-2.0\n",
+      "Game #: 545\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 545\n",
+      "0.198  et  0.39602\n",
+      "0.0\n",
+      "Game #: 545\n",
+      "1.369239201  et  2.752309101\n",
+      "-8.0\n",
+      "Game #: 545\n",
+      "6.17917609978  et  6.31738433878\n",
+      "0.0\n",
+      "Game #: 545\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 545\n",
+      "14.6301112753  et  2.14759631298\n",
+      "2.0\n",
+      "Game #: 545\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 545\n",
+      "16.5905940194  et  12.6510535413\n",
+      "4.0\n",
+      "Game #: 545\n",
+      "0.59302  et  0.1\n",
+      "5.0\n",
+      "Game #: 545\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 545\n",
+      "0.39601  et  0.0\n",
+      "7.0\n",
+      "Game #: 545\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 545\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 545\n",
+      "0.59302  et  0.6870898\n",
+      "-8.0\n",
+      "Game #: 545\n",
+      "0.298  et  0.49502\n",
+      "0.0\n",
+      "Game #: 545\n",
+      "0.49601  et  0.4910499\n",
+      "1.0\n",
+      "Game #: 545\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 545\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 545\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 545\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 545\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 545\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 545\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 545\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 545\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 545\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 545\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 545\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 545\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 545\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 545\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 545\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 545\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 545\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 545\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 545\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 545\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 545\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 545\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 545\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 545\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 545\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 545\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 545\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 545\n",
+      "0.0  et  0.0\n",
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+      "Game #: 545\n",
+      "0.39402  et  0.1\n",
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+      "random action =  0\n",
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+      "random action =  1\n",
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+      "Game #: 546\n"
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "0.0\n",
+      "Game #: 551\n",
+      "0.39601  et  0.4920499\n",
+      "-8.0\n",
+      "Game #: 551\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 551\n",
+      "0.49402  et  0.5890798\n",
+      "-8.0\n",
+      "Game #: 551\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 551\n",
+      "0.39501  et  1.373219201\n",
+      "-8.0\n",
+      "Game #: 551\n",
+      "2.752309101  et  2.82478600999\n",
+      "0.0\n",
+      "Game #: 551\n",
+      "1.574189301  et  1.95445740799\n",
+      "-8.0\n",
+      "Game #: 551\n",
+      "1.1840699  et  1.272229201\n",
+      "0.0\n",
+      "Game #: 551\n",
+      "0.7840998  et  0.876258802\n",
+      "-8.0\n",
+      "Game #: 551\n",
+      "0.1  et  0.49601\n",
+      "0.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 551\n",
+      "0.7880599  et  0.980179301\n",
+      "0.0\n",
+      "Game #: 551\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 551\n",
+      "0.39601  et  0.1\n",
+      "2.0\n",
+      "Game #: 551\n",
+      "15.049490578  et  0.5910499\n",
+      "3.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 551\n",
+      "1.076189301  et  0.8880599\n",
+      "10.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 551\n",
+      "6.21038405988  et  0.0\n",
+      "10.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 551\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 551\n",
+      "0.099  et  0.49601\n",
+      "0.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 551\n",
+      "0.29601  et  0.199\n",
+      "8.0\n",
+      "Game #: 551\n",
+      "0.39402  et  0.199\n",
+      "9.0\n",
+      "Game #: 551\n",
+      "1.1801098  et  0.1\n",
+      "10.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 551\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 551\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 551\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 551\n",
+      "0.099  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 551\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 552\n",
+      "9901.20505481  et  156.238800499\n",
+      "-7.0\n",
+      "Game #: 552\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 552\n",
+      "1.4830699  et  0.0\n",
+      "-5.0\n",
+      "Game #: 552\n",
+      "1.471229201  et  0.59501\n",
+      "-4.0\n",
+      "Game #: 552\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 552\n",
+      "0.299  et  0.099\n",
+      "-2.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 552\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 552\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 552\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 552\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 552\n",
+      "0.59501  et  0.0\n",
+      "-6.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 552\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 552\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 552\n",
+      "0.299  et  0.0\n",
+      "3.0\n",
+      "Game #: 552\n",
+      "0.299  et  0.0\n",
+      "4.0\n",
+      "Game #: 552\n",
+      "0.49601  et  0.0\n",
+      "5.0\n",
+      "Game #: 552\n",
+      "0.299  et  0.099\n",
+      "6.0\n",
+      "Game #: 552\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 552\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 552\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 552\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 552\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 552\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 552\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 552\n",
+      "1.369239201  et  0.49601\n",
+      "7.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 552\n",
+      "0.29701  et  0.199\n",
+      "10.0\n",
+      "Game #: 552\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 552\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 552\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 553\n",
+      "784.548939252  et  791.95244986\n",
+      "0.0\n",
+      "Game #: 553\n",
+      "3.6973203419  et  5.50891394747\n",
+      "-8.0\n",
+      "Game #: 553\n",
+      "1.574189301  et  4.1883702419\n",
+      "0.0\n",
+      "Game #: 553\n",
+      "0.49601  et  1.369239201\n",
+      "-8.0\n",
+      "Game #: 553\n",
+      "0.59501  et  1.471229201\n",
+      "0.0\n",
+      "Game #: 553\n",
+      "6.17917609978  et  12.3725948342\n",
+      "-8.0\n",
+      "Game #: 553\n",
+      "10.7677187555  et  11.6431809689\n",
+      "0.0\n",
+      "Game #: 553\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 553\n",
+      "200.419812006  et  0.3920499\n",
+      "2.0\n",
+      "Game #: 553\n",
+      "0.7880599  et  0.0\n",
+      "3.0\n",
+      "Game #: 553\n",
+      "7.19744395988  et  0.1\n",
+      "4.0\n",
+      "Game #: 553\n",
+      "0.9830998  et  0.1\n",
+      "5.0\n",
+      "Game #: 553\n",
+      "9.85321563027  et  8.86568316088\n",
+      "6.0\n",
+      "Game #: 553\n",
+      "1.178159401  et  0.39701\n",
+      "7.0\n",
+      "Game #: 553\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 553\n",
+      "0.883139401  et  0.6910499\n",
+      "9.0\n",
+      "Game #: 553\n",
+      "1.66140750799  et  1.278179301\n",
+      "10.0\n",
+      "Game #: 553\n",
+      "0.39402  et  0.199\n",
+      "10.0\n",
+      "Game #: 553\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 553\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 553\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 553\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 553\n",
+      "0.199  et  0.1\n",
+      "-5.0\n",
+      "Game #: 553\n",
+      "0.29701  et  0.199\n",
+      "-4.0\n",
+      "Game #: 553\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 553\n",
+      "0.7840998  et  2.04275501598\n",
+      "0.0\n",
+      "Game #: 553\n",
+      "0.198  et  1.568278802\n",
+      "-8.0\n",
+      "Game #: 553\n",
+      "0.9820998  et  1.568288802\n",
+      "0.0\n",
+      "Game #: 553\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 553\n",
+      "0.19701  et  1.867239201\n",
+      "0.0\n",
+      "Game #: 553\n",
+      "0.883139401  et  13.5200278565\n",
+      "-8.0\n",
+      "Game #: 553\n",
+      "0.29601  et  5.18504521099\n",
+      "0.0\n",
+      "Game #: 553\n",
+      "0.5890798  et  1.55456611398\n",
+      "-8.0\n",
+      "Game #: 553\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 553\n",
+      "12.3586642792  et  24.4701552727\n",
+      "-8.0\n",
+      "Game #: 553\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 553\n",
+      "0.099  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 553\n",
+      "0.978199002  et  1.65849681198\n",
+      "0.0\n",
+      "Game #: 553\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 553\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 553\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 553\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 553\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 553\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 553\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 553\n",
+      "0.199  et  0.29701\n",
+      "-8.0\n",
+      "Game #: 553\n",
+      "0.49601  et  0.5910499\n",
+      "0.0\n",
+      "Game #: 553\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 553\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 553\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 553\n",
+      "0.199  et  0.0\n",
+      "-7.0\n",
+      "Game #: 553\n",
+      "0.59501  et  0.0\n",
+      "-6.0\n",
+      "Game #: 553\n",
+      "0.59501  et  0.099\n",
+      "-5.0\n",
+      "Game #: 553\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 553\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 553\n",
+      "0.9870599  et  0.0\n",
+      "-2.0\n",
+      "Game #: 553\n",
+      "0.59501  et  0.0\n",
+      "-1.0\n",
+      "Game #: 553\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 553\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 553\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 553\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 553\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 553\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 553\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 553\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 553\n",
+      "1.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 553\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 553\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 553\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 553\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 553\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 554\n",
+      "652.37370574  et  80.653576759\n",
+      "1.0\n",
+      "Game #: 554\n",
+      "6.80539405988  et  0.3920499\n",
+      "2.0\n",
+      "Game #: 554\n",
+      "11.5481697627  et  1.65849681198\n",
+      "3.0\n",
+      "Game #: 554\n",
+      "172.906338015  et  0.39601\n",
+      "4.0\n",
+      "Game #: 554\n",
+      "0.978199002  et  0.5900798\n",
+      "5.0\n",
+      "Game #: 554\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 554\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 554\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 554\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 554\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 554\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 554\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 554\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 554\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 554\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 554\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 554\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 554\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 554\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 554\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 554\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 554\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 554\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 554\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 554\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 554\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 554\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 555\n",
+      "74.9415549  et  0.0\n",
+      "1.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 555\n",
+      "0.29701  et  0.199\n",
+      "3.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 555\n",
+      "0.199  et  0.099\n",
+      "5.0\n",
+      "Game #: 555\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 555\n",
+      "4.66547221998  et  0.299\n",
+      "7.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 555\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 555\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 555\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 555\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 555\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 555\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 555\n",
+      "0.7840998  et  0.1\n",
+      "6.0\n",
+      "Game #: 555\n",
+      "1.076189301  et  1.0870599\n",
+      "-8.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 555\n",
+      "3.12079600999  et  0.0\n",
+      "2.0\n",
+      "Game #: 555\n",
+      "0.7840998  et  0.1\n",
+      "3.0\n",
+      "Game #: 555\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 555\n",
+      "0.39402  et  0.1\n",
+      "2.0\n",
+      "Game #: 555\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 555\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 555\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 555\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 555\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 555\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 555\n",
+      "0.59202  et  0.299\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "7.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 555\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 555\n",
+      "0.7840998  et  0.976258802\n",
+      "0.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 555\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 555\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 555\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 555\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 555\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 555\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 556\n",
+      "15.149  et  20.09751\n",
+      "0.0\n",
+      "Game #: 556\n",
+      "0.59501  et  0.5890599\n",
+      "1.0\n",
+      "Game #: 556\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 556\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 556\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 556\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 556\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 556\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 556\n",
+      "0.198  et  0.1\n",
+      "8.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 556\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 556\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 556\n",
+      "0.49601  et  0.0\n",
+      "-7.0\n",
+      "Game #: 556\n",
+      "0.8880599  et  0.0\n",
+      "-6.0\n",
+      "Game #: 556\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 556\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 556\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 556\n",
+      "0.39402  et  0.1\n",
+      "3.0\n",
+      "Game #: 556\n",
+      "0.6880599  et  0.49601\n",
+      "4.0\n",
+      "Game #: 556\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 556\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 556\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 556\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 557\n",
+      "34.8505  et  0.0\n",
+      "-3.0\n",
+      "Game #: 557\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 557\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 557\n",
+      "3.22079600999  et  0.0\n",
+      "0.0\n",
+      "Game #: 557\n",
+      "1.560358602  et  0.1\n",
+      "1.0\n",
+      "Game #: 557\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 557\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 557\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 557\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 557\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 557\n",
+      "6.92861477596  et  0.4900798\n",
+      "7.0\n",
+      "Game #: 557\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 557\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 557\n",
+      "0.39501  et  0.299\n",
+      "10.0\n",
+      "Game #: 557\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 557\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 557\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 557\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 557\n",
+      "0.0  et  -5.0\n",
+      "10.0\n",
+      "Game #: 557\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 557\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 557\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 557\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 557\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 558\n",
+      "74.153495  et  0.0\n",
+      "1.0\n",
+      "Game #: 558\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 558\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 558\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 558\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 558\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 558\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 558\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 558\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 558\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
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+      "Game #: 561\n",
+      "13.3457241792  et  0.0\n",
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+      "Game #: 561\n",
+      "random action =  1\n",
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+      "6.9499537053  et  1.94763630999\n",
+      "2.0\n",
+      "Game #: 561\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 561\n",
+      "6.16403906098  et  1.174258802\n",
+      "4.0\n",
+      "Game #: 561\n",
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+      "5.0\n",
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+      "19.9580922309  et  12.4736162608\n",
+      "6.0\n",
+      "Game #: 561\n",
+      "random action =  1\n",
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+      "-8.0\n",
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+      "-7.0\n",
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+      "-6.0\n",
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+      "random action =  1\n",
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+      "Game #: 561\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 561\n",
+      "random action =  0\n",
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+      "7.0\n",
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+      "9.0\n",
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+      "Game #: 561\n",
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+      "10.0\n",
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+      "random action =  0\n",
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+      "Game #: 561\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 561\n",
+      "random action =  1\n",
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+      "Game #: 561\n",
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+      "-6.0\n",
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+      "-6.0\n",
+      "Game #: 562\n",
+      "1563.35499884  et  0.19701\n",
+      "-5.0\n",
+      "Game #: 562\n",
+      "6446.39360496  et  0.1\n",
+      "-4.0\n",
+      "Game #: 562\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 562\n",
+      "1038.94265092  et  1.178179301\n",
+      "-2.0\n",
+      "Game #: 562\n",
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+      "Game #: 562\n",
+      "9.76508622927  et  0.49601\n",
+      "0.0\n",
+      "Game #: 562\n",
+      "random action =  0\n",
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+      "Game #: 562\n",
+      "0.7840998  et  0.1\n",
+      "2.0\n",
+      "Game #: 562\n",
+      "18.414562695  et  0.39602\n",
+      "3.0\n",
+      "Game #: 562\n",
+      "13.8304078735  et  1.94763630999\n",
+      "4.0\n",
+      "Game #: 562\n",
+      "12.7116814223  et  7.19111697494\n",
+      "5.0\n",
+      "Game #: 562\n",
+      "12.2664377314  et  1.174258802\n",
+      "6.0\n",
+      "Game #: 562\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 562\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 562\n",
+      "3.31979600999  et  0.780179301\n",
+      "9.0\n",
+      "Game #: 562\n",
+      "0.9870599  et  0.19701\n",
+      "10.0\n",
+      "Game #: 562\n",
+      "random action =  0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "10.0\n",
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+      "-9.901  et  0.1\n",
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+      "Game #: 562\n",
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+      "3.0\n",
+      "Game #: 562\n",
+      "random action =  1\n",
+      "-8.0\n",
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+      "Game #: 562\n",
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+      "Game #: 562\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 562\n",
+      "random action =  1\n",
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+      "Game #: 562\n",
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+      "1.0\n",
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+      "random action =  0\n",
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+      "Game #: 562\n",
+      "1.564279101  et  0.299\n",
+      "3.0\n",
+      "Game #: 562\n",
+      "random action =  1\n",
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+      "0.0  et  0.1\n",
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+      "random action =  1\n",
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+      "3.0\n",
+      "Game #: 562\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 562\n",
+      "random action =  0\n",
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+      "Game #: 562\n",
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+      "8.0\n",
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+      "random action =  0\n",
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+      "-7.0\n",
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+      "-6.0\n",
+      "Game #: 563\n",
+      "3.40411361798  et  0.1\n",
+      "-5.0\n",
+      "Game #: 563\n",
+      "random action =  1\n",
+      "-8.0\n",
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+      "1.0\n",
+      "Game #: 563\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 563\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 563\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 563\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 563\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 563\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 563\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 563\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 563\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 563\n",
+      "0.4910499  et  0.49601\n",
+      "-8.0\n",
+      "Game #: 563\n",
+      "0.39402  et  0.6890798\n",
+      "0.0\n",
+      "Game #: 563\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 563\n",
+      "0.7840998  et  0.1\n",
+      "2.0\n",
+      "Game #: 563\n",
+      "0.39402  et  0.1\n",
+      "3.0\n",
+      "Game #: 563\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 563\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 563\n",
+      "0.4910499  et  0.39601\n",
+      "6.0\n",
+      "Game #: 563\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 563\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 563\n",
+      "0.199  et  0.0\n",
+      "9.0\n",
+      "Game #: 563\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 564\n",
+      "152.96146505  et  0.0\n",
+      "1.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 564\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 564\n",
+      "0.59302  et  0.1\n",
+      "4.0\n",
+      "Game #: 564\n",
+      "0.7880599  et  0.0\n",
+      "5.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 564\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 564\n",
+      "0.198  et  0.39602\n",
+      "0.0\n",
+      "Game #: 564\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 564\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 564\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 564\n",
+      "0.19701  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 564\n",
+      "0.7880599  et  0.0\n",
+      "2.0\n",
+      "Game #: 564\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 564\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 564\n",
+      "0.0  et  -5.0\n",
+      "8.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 564\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 564\n",
+      "0.0  et  -4.9\n",
+      "-8.0\n",
+      "Game #: 564\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 564\n",
+      "0.299  et  0.0\n",
+      "-6.0\n",
+      "Game #: 564\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 564\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 564\n",
+      "0.977189301  et  0.39601\n",
+      "3.0\n",
+      "Game #: 564\n",
+      "0.5910499  et  0.199\n",
+      "4.0\n",
+      "Game #: 564\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 564\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 565\n",
+      "1498.709713  et  14.249\n",
+      "1.0\n",
+      "Game #: 565\n",
+      "228.725399831  et  28.7086217473\n",
+      "2.0\n",
+      "Game #: 565\n",
+      "25.1887519155  et  0.0\n",
+      "3.0\n",
+      "Game #: 565\n",
+      "38.3970587529  et  0.1\n",
+      "4.0\n",
+      "Game #: 565\n",
+      "2067.49587533  et  1.178179301\n",
+      "5.0\n",
+      "Game #: 565\n",
+      "18.768048339  et  0.5890599\n",
+      "6.0\n",
+      "Game #: 565\n",
+      "4.67335281898  et  0.1\n",
+      "7.0\n",
+      "Game #: 565\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 565\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 565\n",
+      "4.66547221998  et  5.31382749778\n",
+      "0.0\n",
+      "Game #: 565\n",
+      "0.7840998  et  0.876258802\n",
+      "-8.0\n",
+      "Game #: 565\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 565\n",
+      "1108.68714498  et  698.205168459\n",
+      "-7.0\n",
+      "Game #: 565\n",
+      "38.5365499164  et  17.3466994902\n",
+      "-6.0\n",
+      "Game #: 565\n",
+      "2.53762670899  et  2.263249201\n",
+      "-5.0\n",
+      "Game #: 565\n",
+      "5.61383444647  et  4.3814597429\n",
+      "-4.0\n",
+      "Game #: 565\n",
+      "3382.5760524  et  2007.92702802\n",
+      "-3.0\n",
+      "Game #: 565\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 565\n",
+      "1.469239201  et  1.3830699\n",
+      "-1.0\n",
+      "Game #: 565\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 565\n",
+      "0.29701  et  0.199\n",
+      "1.0\n",
+      "Game #: 565\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 565\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 565\n",
+      "0.39402  et  0.1\n",
+      "4.0\n",
+      "Game #: 565\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 565\n",
+      "0.39402  et  0.1\n",
+      "6.0\n",
+      "Game #: 565\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 565\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 565\n",
+      "0.39402  et  0.1\n",
+      "9.0\n",
+      "Game #: 565\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 565\n",
+      "0.39402  et  0.199\n",
+      "10.0\n",
+      "Game #: 565\n",
+      "1.078169301  et  0.6900599\n",
+      "10.0\n",
+      "Game #: 565\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 565\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 565\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 565\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 565\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 565\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 565\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 565\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 565\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 565\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 565\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 565\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 565\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 565\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 565\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 565\n",
+      "0.0  et  -5.0\n",
+      "2.0\n",
+      "Game #: 565\n",
+      "1.75059601398  et  0.976258802\n",
+      "3.0\n",
+      "Game #: 565\n",
+      "0.5890599  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 565\n",
+      "0.39402  et  0.5900798\n",
+      "0.0\n",
+      "Game #: 565\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 565\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 565\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 565\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 565\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 565\n",
+      "0.29601  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 565\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 565\n",
+      "0.099  et  1.1840699\n",
+      "-8.0\n",
+      "Game #: 565\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 565\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 565\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 566\n",
+      "39225.107623  et  0.0\n",
+      "-7.0\n",
+      "Game #: 566\n",
+      "0.39602  et  0.198\n",
+      "-6.0\n",
+      "Game #: 566\n",
+      "0.298  et  0.1\n",
+      "-5.0\n",
+      "Game #: 566\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 566\n",
+      "1.0870599  et  0.099\n",
+      "-3.0\n",
+      "Game #: 566\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 566\n",
+      "0.299  et  0.0\n",
+      "-1.0\n",
+      "Game #: 566\n",
+      "1.0870599  et  0.0\n",
+      "0.0\n",
+      "Game #: 566\n",
+      "0.39402  et  0.1\n",
+      "1.0\n",
+      "Game #: 566\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 566\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 566\n",
+      "4.88803521099  et  7.27089096887\n",
+      "-8.0\n",
+      "Game #: 566\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 566\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 566\n",
+      "1.568239201  et  0.0\n",
+      "-6.0\n",
+      "Game #: 566\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 566\n",
+      "0.9870599  et  0.0\n",
+      "-4.0\n",
+      "Game #: 566\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 566\n",
+      "0.59501  et  0.0\n",
+      "-2.0\n",
+      "Game #: 566\n",
+      "0.199  et  0.0\n",
+      "-1.0\n",
+      "Game #: 566\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 566\n",
+      "0.199  et  0.099\n",
+      "1.0\n",
+      "Game #: 566\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 566\n",
+      "0.49601  et  0.0\n",
+      "3.0\n",
+      "Game #: 566\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 566\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 566\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 566\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 566\n",
+      "0.49601  et  0.0\n",
+      "8.0\n",
+      "Game #: 566\n",
+      "0.49601  et  0.0\n",
+      "9.0\n",
+      "Game #: 566\n",
+      "2.34069551498  et  0.7860898\n",
+      "10.0\n",
+      "Game #: 566\n",
+      "0.39601  et  0.0\n",
+      "10.0\n",
+      "Game #: 566\n",
+      "0.981149401  et  0.29701\n",
+      "10.0\n",
+      "Game #: 566\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 566\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 566\n",
+      "6.17917609978  et  0.1\n",
+      "10.0\n",
+      "Game #: 566\n",
+      "0.59302  et  0.1\n",
+      "10.0\n",
+      "Game #: 566\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 566\n",
+      "1.1840699  et  0.0\n",
+      "10.0\n",
+      "Game #: 566\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 566\n",
+      "0.7840998  et  0.1\n",
+      "10.0\n",
+      "Game #: 566\n",
+      "1.1840699  et  0.0\n",
+      "10.0\n",
+      "Game #: 566\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 566\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 566\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 566\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 566\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 566\n",
+      "0.0  et  -5.0\n",
+      "10.0\n",
+      "Game #: 566\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 567\n",
+      "0.0  et  5.1\n",
+      "0.0\n",
+      "Game #: 567\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 567\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 567\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 567\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 567\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 567\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 567\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 567\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 567\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 567\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 567\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 567\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 567\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 567\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 567\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 567\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 567\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 567\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 567\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 567\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 567\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 567\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 567\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 567\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 567\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 568\n",
+      "40.1455349  et  20.09751\n",
+      "-16.0\n",
+      "Game #: 568\n",
+      "0.49601  et  0.099\n",
+      "-15.0\n",
+      "Game #: 568\n",
+      "0.49601  et  0.0\n",
+      "-14.0\n",
+      "Game #: 568\n",
+      "15.9447312326  et  1.2781198\n",
+      "-13.0\n",
+      "Game #: 568\n",
+      "3.81580600999  et  0.299\n",
+      "-12.0\n",
+      "Game #: 568\n",
+      "0.299  et  0.099\n",
+      "-11.0\n",
+      "Game #: 568\n",
+      "0.1  et  0.0\n",
+      "-10.0\n",
+      "Game #: 568\n",
+      "0.1  et  0.0\n",
+      "-9.0\n",
+      "Game #: 568\n",
+      "0.1  et  0.0\n",
+      "-8.0\n",
+      "Game #: 568\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 568\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 568\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 568\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 568\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 568\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 568\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 568\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 568\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 568\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 568\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 568\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 568\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 568\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 568\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 568\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 568\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 568\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 568\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 568\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 568\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 568\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 568\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 568\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 568\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 568\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 568\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 568\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 568\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 568\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 568\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 568\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 568\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 568\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 568\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 568\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 568\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 568\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 568\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 568\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 568\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 568\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 568\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 568\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 568\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 568\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 568\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 568\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 568\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 568\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 568\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 568\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 568\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 568\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 568\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 568\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 568\n",
+      "1.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 568\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 569\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 569\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 569\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 569\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 569\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 569\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 569\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 569\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 569\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 569\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 569\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 569\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 569\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 569\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 569\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 569\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 569\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 569\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 569\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 570\n",
+      "19520.4346896  et  2453.18870466\n",
+      "1.0\n",
+      "Game #: 570\n",
+      "24.24514345  et  0.0\n",
+      "2.0\n",
+      "Game #: 570\n",
+      "63.5955357958  et  2.04076501598\n",
+      "3.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 570\n",
+      "3.12079600999  et  0.0\n",
+      "7.0\n",
+      "Game #: 570\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 570\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 570\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 570\n",
+      "0.39402  et  0.4900798\n",
+      "-8.0\n",
+      "Game #: 570\n",
+      "0.39601  et  0.4920499\n",
+      "0.0\n",
+      "Game #: 570\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 570\n",
+      "0.982139401  et  0.5920499\n",
+      "4.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 570\n",
+      "0.198  et  0.1\n",
+      "9.0\n",
+      "Game #: 570\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 570\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 570\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 570\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 570\n",
+      "0.7880599  et  0.0\n",
+      "3.0\n",
+      "Game #: 570\n",
+      "0.4930399  et  0.29701\n",
+      "4.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 570\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 570\n",
+      "0.099  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 570\n",
+      "0.0  et  -4.9\n",
+      "-8.0\n",
+      "Game #: 570\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 570\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 570\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 570\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 570\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 570\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 570\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 570\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 570\n",
+      "0.198  et  0.1\n",
+      "1.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 570\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 570\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 571\n",
+      "3110.37164995  et  10.149\n",
+      "-8.0\n",
+      "Game #: 571\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "455.263545664  et  28.7086217473\n",
+      "-7.0\n",
+      "Game #: 571\n",
+      "2.064249201  et  0.1\n",
+      "-6.0\n",
+      "Game #: 571\n",
+      "1.95155680899  et  1.369239201\n",
+      "-5.0\n",
+      "Game #: 571\n",
+      "19.6328572426  et  9.86643536698\n",
+      "-4.0\n",
+      "Game #: 571\n",
+      "3.22079600999  et  0.0\n",
+      "-3.0\n",
+      "Game #: 571\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 571\n",
+      "398.147365991  et  0.0\n",
+      "-1.0\n",
+      "Game #: 571\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 571\n",
+      "0.49601  et  0.5910499\n",
+      "0.0\n",
+      "Game #: 571\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 571\n",
+      "0.883139401  et  0.4920499\n",
+      "2.0\n",
+      "Game #: 571\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 571\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 571\n",
+      "1.3761198  et  2.057368602\n",
+      "-8.0\n",
+      "Game #: 571\n",
+      "0.39601  et  0.6890599\n",
+      "0.0\n",
+      "Game #: 571\n",
+      "0.982139401  et  1.56436790699\n",
+      "-8.0\n",
+      "Game #: 571\n",
+      "0.099  et  1.4830699\n",
+      "0.0\n",
+      "Game #: 571\n",
+      "0.1  et  1.568239201\n",
+      "-8.0\n",
+      "Game #: 571\n",
+      "1.56240750799  et  2.82496273391\n",
+      "0.0\n",
+      "Game #: 571\n",
+      "1.3830699  et  5.44957201998\n",
+      "-8.0\n",
+      "Game #: 571\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 571\n",
+      "0.49601  et  0.9820998\n",
+      "-8.0\n",
+      "Game #: 571\n",
+      "0.49601  et  0.5910499\n",
+      "0.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 571\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 571\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 571\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 571\n",
+      "0.199  et  0.5910499\n",
+      "-8.0\n",
+      "Game #: 571\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 571\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 571\n",
+      "1.564279101  et  0.299\n",
+      "4.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 571\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 571\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 571\n",
+      "2.04360670899  et  2.064249201\n",
+      "-8.0\n",
+      "Game #: 571\n",
+      "0.199  et  0.6910499\n",
+      "0.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 571\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 571\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 571\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 571\n",
+      "0.1  et  0.298\n",
+      "0.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 571\n",
+      "0.884119501  et  0.5930399\n",
+      "2.0\n",
+      "Game #: 571\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 571\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 571\n",
+      "2.99  et  0.0\n",
+      "-3.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 571\n",
+      "0.299  et  0.0\n",
+      "2.0\n",
+      "Game #: 571\n",
+      "0.49601  et  0.0\n",
+      "3.0\n",
+      "Game #: 571\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 571\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 571\n",
+      "0.299  et  0.0\n",
+      "6.0\n",
+      "Game #: 571\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 571\n",
+      "0.298  et  0.1\n",
+      "8.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 571\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 571\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 571\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 571\n",
+      "0.199  et  0.099\n",
+      "10.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 571\n",
+      "0.6880599  et  0.59501\n",
+      "10.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 571\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 571\n",
+      "0.099  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 571\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 571\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 571\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 572\n",
+      "307.48249475  et  0.0\n",
+      "-6.0\n",
+      "Game #: 572\n",
+      "0.69501  et  0.0\n",
+      "-5.0\n",
+      "Game #: 572\n",
+      "0.298  et  0.1\n",
+      "-4.0\n",
+      "Game #: 572\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 572\n",
+      "2067.49587533  et  2048.09909588\n",
+      "-8.0\n",
+      "Game #: 572\n",
+      "0.69501  et  0.0\n",
+      "-7.0\n",
+      "Game #: 572\n",
+      "0.199  et  0.1\n",
+      "-6.0\n",
+      "Game #: 572\n",
+      "0.8880599  et  0.0\n",
+      "-5.0\n",
+      "Game #: 572\n",
+      "1.867239201  et  0.0\n",
+      "-4.0\n",
+      "Game #: 572\n",
+      "3.22079600999  et  0.0\n",
+      "-3.0\n",
+      "Game #: 572\n",
+      "14.4229134802  et  0.1\n",
+      "-2.0\n",
+      "Game #: 572\n",
+      "2.056368602  et  0.1\n",
+      "-1.0\n",
+      "Game #: 572\n",
+      "2.8171410409  et  0.979179301\n",
+      "0.0\n",
+      "Game #: 572\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 572\n",
+      "0.7840998  et  1.272268802\n",
+      "0.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 572\n",
+      "0.199  et  1.660358602\n",
+      "0.0\n",
+      "Game #: 572\n",
+      "1.1840699  et  1.172229201\n",
+      "1.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 572\n",
+      "2.9141510409  et  1.079179301\n",
+      "4.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 572\n",
+      "0.785119501  et  0.4930399\n",
+      "6.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 572\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 572\n",
+      "1.94460670899  et  1.964249201\n",
+      "-8.0\n",
+      "Game #: 572\n",
+      "0.198  et  3.22087481598\n",
+      "0.0\n",
+      "Game #: 572\n",
+      "0.7860699  et  2.14364630999\n",
+      "-8.0\n",
+      "Game #: 572\n",
+      "9.07007622927  et  18.3317693902\n",
+      "0.0\n",
+      "Game #: 572\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 572\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 572\n",
+      "5.52920475888  et  5.18504521099\n",
+      "-7.0\n",
+      "Game #: 572\n",
+      "7.66394086887  et  5.08504521099\n",
+      "-6.0\n",
+      "Game #: 572\n",
+      "0.298  et  0.1\n",
+      "-5.0\n",
+      "Game #: 572\n",
+      "0.298  et  0.1\n",
+      "-4.0\n",
+      "Game #: 572\n",
+      "0.199  et  0.1\n",
+      "-3.0\n",
+      "Game #: 572\n",
+      "0.298  et  0.1\n",
+      "-2.0\n",
+      "Game #: 572\n",
+      "1.37030820599  et  0.785119501\n",
+      "-1.0\n",
+      "Game #: 572\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 572\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 572\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 572\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 572\n",
+      "0.29701  et  0.4930399\n",
+      "-8.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 572\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 572\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 572\n",
+      "2.99  et  3.9601\n",
+      "0.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 572\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 572\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 572\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 572\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 572\n",
+      "0.39601  et  0.0\n",
+      "7.0\n",
+      "Game #: 572\n",
+      "2.62011084586  et  1.65849681198\n",
+      "8.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 572\n",
+      "1.94661601398  et  0.7880798\n",
+      "10.0\n",
+      "Game #: 572\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 572\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 572\n",
+      "0.8880599  et  0.879179301\n",
+      "1.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 572\n",
+      "0.39402  et  0.1\n",
+      "6.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 572\n",
+      "0.198  et  0.1\n",
+      "8.0\n",
+      "Game #: 572\n",
+      "1.468239201  et  1.1840699\n",
+      "9.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 572\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 572\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 572\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 572\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 572\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 572\n",
+      "0.0  et  0.0\n",
+      "-13.0\n",
+      "Game #: 573\n",
+      "29453.1257542  et  5.1\n",
+      "-13.0\n",
+      "Game #: 573\n",
+      "38.0394660947  et  0.0\n",
+      "-12.0\n",
+      "Game #: 573\n",
+      "114.74037685  et  0.0\n",
+      "-11.0\n",
+      "Game #: 573\n",
+      "235.753859351  et  0.0\n",
+      "-10.0\n",
+      "Game #: 573\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 573\n",
+      "7.6936107838  et  7.91467467596\n",
+      "0.0\n",
+      "Game #: 573\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 573\n",
+      "1.272268802  et  4.96086536882\n",
+      "0.0\n",
+      "Game #: 573\n",
+      "0.979179301  et  2.7171410409\n",
+      "-8.0\n",
+      "Game #: 573\n",
+      "0.0  et  0.69501\n",
+      "0.0\n",
+      "Game #: 573\n",
+      "0.0  et  1.1840699\n",
+      "-8.0\n",
+      "Game #: 573\n",
+      "2.54352720799  et  4.29129123691\n",
+      "0.0\n",
+      "Game #: 573\n",
+      "0.19701  et  0.7880599\n",
+      "-8.0\n",
+      "Game #: 573\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 573\n",
+      "0.29601  et  2.555299101\n",
+      "-8.0\n",
+      "Game #: 573\n",
+      "3.1052704419  et  6.10984444647\n",
+      "0.0\n",
+      "Game #: 573\n",
+      "0.1  et  7.97762326088\n",
+      "-8.0\n",
+      "Game #: 573\n",
+      "0.0  et  2.655299101\n",
+      "0.0\n",
+      "Game #: 573\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 573\n",
+      "1.1840699  et  5.13815485888\n",
+      "0.0\n",
+      "Game #: 573\n",
+      "2.43475511598  et  4.27175616682\n",
+      "-8.0\n",
+      "Game #: 573\n",
+      "1.4830699  et  6.31038405988\n",
+      "0.0\n",
+      "Game #: 573\n",
+      "1.178179301  et  2.05445740799\n",
+      "-8.0\n",
+      "Game #: 573\n",
+      "0.29701  et  0.5930399\n",
+      "0.0\n",
+      "Game #: 573\n",
+      "0.9870599  et  1.174199301\n",
+      "-8.0\n",
+      "Game #: 573\n",
+      "1.568239201  et  1.75255680899\n",
+      "0.0\n",
+      "Game #: 573\n",
+      "0.299  et  0.29601\n",
+      "1.0\n",
+      "Game #: 573\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 573\n",
+      "1.95545740799  et  1.078179301\n",
+      "3.0\n",
+      "Game #: 573\n",
+      "0.29701  et  0.199\n",
+      "4.0\n",
+      "Game #: 573\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 573\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 573\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 573\n",
+      "1.1840699  et  2.52974610999\n",
+      "0.0\n",
+      "Game #: 573\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 573\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 573\n",
+      "0.199  et  0.099\n",
+      "3.0\n",
+      "Game #: 573\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 573\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 573\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 573\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 573\n",
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+      "-7.0\n",
+      "Game #: 573\n",
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+      "Game #: 573\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 573\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 573\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 573\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 573\n",
+      "random action =  1\n",
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+      "Game #: 573\n",
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+      "-8.0\n",
+      "Game #: 573\n",
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+      "Game #: 573\n",
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+      "-4.0\n",
+      "Game #: 573\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 573\n",
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+      "Game #: 573\n",
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+      "Game #: 574\n",
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+      "Game #: 574\n",
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+      "14.2679669789  et  7.38212070558\n",
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+      "Game #: 574\n",
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+      "Game #: 574\n",
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+      "2.0\n",
+      "Game #: 574\n",
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+      "3.0\n",
+      "Game #: 574\n",
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+      "4.0\n",
+      "Game #: 574\n",
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+      "5.0\n",
+      "Game #: 574\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Game #: 574\n",
+      "random action =  1\n",
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+      "Game #: 574\n",
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+      "random action =  1\n",
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+      "3.88921341798  et  1.964249201\n",
+      "10.0\n",
+      "Game #: 575\n",
+      "random action =  1\n",
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+      "6.0\n",
+      "Game #: 576\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 576\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 576\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 576\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 576\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 576\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 576\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 577\n",
+      "111.465609251  et  5.1\n",
+      "-6.0\n",
+      "Game #: 577\n",
+      "3.051309101  et  0.0\n",
+      "-5.0\n",
+      "Game #: 577\n",
+      "0.199  et  0.0\n",
+      "-4.0\n",
+      "Game #: 577\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 577\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 577\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 577\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 577\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 577\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 577\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 577\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 577\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 577\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 577\n",
+      "0.199  et  0.0\n",
+      "-7.0\n",
+      "Game #: 577\n",
+      "0.59501  et  0.0\n",
+      "-6.0\n",
+      "Game #: 577\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 577\n",
+      "0.59501  et  0.0\n",
+      "-4.0\n",
+      "Game #: 577\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 577\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 577\n",
+      "0.199  et  0.0\n",
+      "-1.0\n",
+      "Game #: 577\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 577\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 577\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 577\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 577\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 577\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 577\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 577\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 577\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 577\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 577\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 577\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 577\n",
+      "0.199  et  0.0\n",
+      "-7.0\n",
+      "Game #: 577\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 577\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 577\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 577\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 577\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 577\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 577\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 577\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 577\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 577\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 577\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 577\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 577\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 577\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 577\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 577\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 577\n",
+      "0.59501  et  0.0\n",
+      "-7.0\n",
+      "Game #: 577\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 577\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 577\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 577\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 577\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 577\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 577\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 577\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 577\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 577\n",
+      "0.39601  et  0.0\n",
+      "-3.0\n",
+      "Game #: 577\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 577\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 578\n",
+      "31159.2598928  et  64.397594451\n",
+      "-10.0\n",
+      "Game #: 578\n",
+      "5546.48952842  et  0.0\n",
+      "-9.0\n",
+      "Game #: 578\n",
+      "50.2256163119  et  0.0\n",
+      "-8.0\n",
+      "Game #: 578\n",
+      "723.264526312  et  0.49601\n",
+      "-7.0\n",
+      "Game #: 578\n",
+      "7.46732175446  et  1.181149401\n",
+      "-6.0\n",
+      "Game #: 578\n",
+      "1.2801098  et  0.1\n",
+      "-5.0\n",
+      "Game #: 578\n",
+      "0.8880599  et  0.1\n",
+      "-4.0\n",
+      "Game #: 578\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 578\n",
+      "6.17210511099  et  6.21038405988\n",
+      "0.0\n",
+      "Game #: 578\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 578\n",
+      "0.59501  et  2.444458402\n",
+      "0.0\n",
+      "Game #: 578\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 578\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 578\n",
+      "0.39501  et  0.299\n",
+      "3.0\n",
+      "Game #: 578\n",
+      "2.82575610999  et  2.555299101\n",
+      "4.0\n",
+      "Game #: 578\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 578\n",
+      "0.39601  et  0.0\n",
+      "6.0\n",
+      "Game #: 578\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 578\n",
+      "0.29701  et  0.199\n",
+      "8.0\n",
+      "Game #: 578\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 578\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 578\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 578\n",
+      "0.1  et  0.69302\n",
+      "0.0\n",
+      "Game #: 578\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 578\n",
+      "0.39402  et  0.1\n",
+      "2.0\n",
+      "Game #: 578\n",
+      "6.40938405988  et  0.0\n",
+      "3.0\n",
+      "Game #: 578\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 578\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 578\n",
+      "0.298  et  0.49502\n",
+      "0.0\n",
+      "Game #: 578\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 578\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 578\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 578\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 578\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 578\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 578\n",
+      "0.7840998  et  0.976258802\n",
+      "0.0\n",
+      "Game #: 578\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 578\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 578\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 578\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 578\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 578\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 578\n",
+      "0.39601  et  0.0\n",
+      "7.0\n",
+      "Game #: 578\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 578\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 578\n",
+      "0.4930399  et  0.29701\n",
+      "10.0\n",
+      "Game #: 578\n",
+      "1.1781198  et  0.299\n",
+      "10.0\n",
+      "Game #: 578\n",
+      "0.39601  et  0.0\n",
+      "10.0\n",
+      "Game #: 578\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 578\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 578\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 578\n",
+      "1.560358602  et  0.1\n",
+      "10.0\n",
+      "Game #: 578\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 578\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 578\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 578\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 578\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 578\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 578\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 578\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 578\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 578\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 579\n",
+      "182.472308058  et  394.934204106\n",
+      "0.0\n",
+      "Game #: 579\n",
+      "3.41979600999  et  6.77119609978\n",
+      "-8.0\n",
+      "Game #: 579\n",
+      "8.55163279687  et  13.190224478\n",
+      "0.0\n",
+      "Game #: 579\n",
+      "10.8602274816  et  24.6922024184\n",
+      "-8.0\n",
+      "Game #: 579\n",
+      "48.9112622386  et  49.5072494162\n",
+      "0.0\n",
+      "Game #: 579\n",
+      "295.289765884  et  371.56318972\n",
+      "-8.0\n",
+      "Game #: 579\n",
+      "2.43669581398  et  2.90834885584\n",
+      "0.0\n",
+      "Game #: 579\n",
+      "57.60160014  et  59.3565069725\n",
+      "-8.0\n",
+      "Game #: 579\n",
+      "0.199  et  0.39701\n",
+      "0.0\n",
+      "Game #: 579\n",
+      "2.62793283391  et  4.55810091356\n",
+      "-8.0\n",
+      "Game #: 579\n",
+      "0.0  et  4.00885590999\n",
+      "0.0\n",
+      "Game #: 579\n",
+      "1.95839780699  et  5.03838892055\n",
+      "-8.0\n",
+      "Game #: 579\n",
+      "0.29701  et  0.5930399\n",
+      "0.0\n",
+      "Game #: 579\n",
+      "0.983139401  et  1.46535790699\n",
+      "-8.0\n",
+      "Game #: 579\n",
+      "0.1  et  0.49601\n",
+      "0.0\n",
+      "Game #: 579\n",
+      "0.199  et  0.29601\n",
+      "-8.0\n",
+      "Game #: 579\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 579\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 579\n",
+      "0.5910499  et  0.49601\n",
+      "2.0\n",
+      "Game #: 579\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 579\n",
+      "0.7880599  et  2.05055680899\n",
+      "0.0\n",
+      "Game #: 579\n",
+      "0.199  et  0.39402\n",
+      "-8.0\n",
+      "Game #: 579\n",
+      "13.6716844139  et  23.622894789\n",
+      "0.0\n",
+      "Game #: 579\n",
+      "0.199  et  0.39402\n",
+      "-8.0\n",
+      "Game #: 579\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 579\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 579\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 579\n",
+      "0.39601  et  0.0\n",
+      "-5.0\n",
+      "Game #: 579\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 579\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 579\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 579\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 579\n",
+      "0.7880599  et  0.0\n",
+      "0.0\n",
+      "Game #: 579\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 579\n",
+      "0.299  et  0.39501\n",
+      "0.0\n",
+      "Game #: 579\n",
+      "0.49601  et  0.4910499\n",
+      "1.0\n",
+      "Game #: 579\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 579\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 579\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 579\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 579\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 579\n",
+      "0.299  et  0.0\n",
+      "7.0\n",
+      "Game #: 579\n",
+      "0.299  et  0.0\n",
+      "8.0\n",
+      "Game #: 579\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 579\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 579\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 579\n",
+      "1.081149401  et  0.5910499\n",
+      "10.0\n",
+      "Game #: 579\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 579\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 579\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 579\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 579\n",
+      "1.1840699  et  0.0\n",
+      "2.0\n",
+      "Game #: 579\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 579\n",
+      "1.369239201  et  1.3830699\n",
+      "-8.0\n",
+      "Game #: 579\n",
+      "0.1  et  0.49402\n",
+      "0.0\n",
+      "Game #: 579\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 579\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 579\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 579\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 579\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 579\n",
+      "0.4910598  et  0.29602\n",
+      "6.0\n",
+      "Game #: 579\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 580\n",
+      "1303.32367442  et  80.653576759\n",
+      "-2.0\n",
+      "Game #: 580\n",
+      "13.6427341792  et  0.3920499\n",
+      "-1.0\n",
+      "Game #: 580\n",
+      "23.0808578278  et  1.65849681198\n",
+      "0.0\n",
+      "Game #: 580\n",
+      "5.43020475888  et  0.199\n",
+      "1.0\n",
+      "Game #: 580\n",
+      "7.34787568737  et  2.04460670899\n",
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+      "3.0\n",
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+      "4.0\n",
+      "Game #: 580\n",
+      "1.94661601398  et  0.7880798\n",
+      "5.0\n",
+      "Game #: 580\n",
+      "random action =  1\n",
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+      "Game #: 580\n",
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+      "Game #: 580\n",
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+      "Game #: 580\n",
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+      "5.0\n",
+      "Game #: 580\n",
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+      "Game #: 580\n",
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+      "3.0\n",
+      "Game #: 580\n",
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+      "Game #: 580\n",
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+      "8.0\n",
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+      "Game #: 580\n",
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+      "5.0\n",
+      "Game #: 580\n",
+      "random action =  1\n",
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+      "1.0\n",
+      "Game #: 580\n"
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+     "output_type": "stream",
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+      "random action =  1\n",
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+      "Game #: 583\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 583\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 583\n",
+      "0.69501  et  0.0\n",
+      "2.0\n",
+      "Game #: 583\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 583\n",
+      "0.69501  et  0.0\n",
+      "4.0\n",
+      "Game #: 583\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 583\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 583\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 583\n",
+      "0.299  et  0.0\n",
+      "8.0\n",
+      "Game #: 583\n",
+      "0.299  et  0.0\n",
+      "9.0\n",
+      "Game #: 583\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 583\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 583\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 583\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 583\n",
+      "0.49601  et  0.0\n",
+      "10.0\n",
+      "Game #: 583\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 583\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 583\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 583\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 583\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 583\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 583\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 583\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 583\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 583\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 583\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 583\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 583\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 583\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 583\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 583\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 583\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 583\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 583\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 583\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 583\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 583\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 583\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 583\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 583\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 583\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 583\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 583\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 584\n",
+      "622.641264553  et  0.0\n",
+      "1.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 584\n",
+      "1.767239201  et  0.0\n",
+      "3.0\n",
+      "Game #: 584\n",
+      "0.5910499  et  0.199\n",
+      "4.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 584\n",
+      "7.73204498837  et  0.29701\n",
+      "6.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 584\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 584\n",
+      "2.72492332992  et  3.68279359762\n",
+      "0.0\n",
+      "Game #: 584\n",
+      "0.39402  et  0.4900798\n",
+      "-8.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 584\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 584\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 584\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 584\n",
+      "0.198  et  0.29602\n",
+      "-8.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 584\n",
+      "0.39402  et  0.1\n",
+      "3.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 584\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 584\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 584\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 584\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 584\n",
+      "4.29103521099  et  1.4830699\n",
+      "8.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 584\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 584\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 584\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 584\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 585\n",
+      "1573.68186461  et  791.95244986\n",
+      "-5.0\n",
+      "Game #: 585\n",
+      "20.4443274961  et  6.77119609978\n",
+      "-4.0\n",
+      "Game #: 585\n",
+      "0.299  et  0.0\n",
+      "-3.0\n",
+      "Game #: 585\n",
+      "35.4055078758  et  24.6922024184\n",
+      "-2.0\n",
+      "Game #: 585\n",
+      "2.15152690899  et  1.471229201\n",
+      "-1.0\n",
+      "Game #: 585\n",
+      "36.7718095214  et  12.3725948342\n",
+      "0.0\n",
+      "Game #: 585\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 585\n",
+      "1576.70338406  et  0.0\n",
+      "2.0\n",
+      "Game #: 585\n",
+      "1.95248730799  et  0.29701\n",
+      "3.0\n",
+      "Game #: 585\n",
+      "6.40938405988  et  0.0\n",
+      "4.0\n",
+      "Game #: 585\n",
+      "2.52791332992  et  0.785119501\n",
+      "5.0\n",
+      "Game #: 585\n",
+      "14.7128363712  et  7.75403661809\n",
+      "6.0\n",
+      "Game #: 585\n",
+      "0.7860898  et  0.298\n",
+      "7.0\n",
+      "Game #: 585\n",
+      "4.66547221998  et  1.1840699\n",
+      "8.0\n",
+      "Game #: 585\n",
+      "3.4973203419  et  0.6910499\n",
+      "9.0\n",
+      "Game #: 585\n",
+      "38.1633757003  et  24.6563193134\n",
+      "10.0\n",
+      "Game #: 585\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 585\n",
+      "0.39402  et  0.6890798\n",
+      "0.0\n",
+      "Game #: 585\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 585\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 585\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 585\n",
+      "0.7840998  et  0.1\n",
+      "2.0\n",
+      "Game #: 585\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 585\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 585\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 585\n",
+      "0.1  et  2.163249201\n",
+      "-8.0\n",
+      "Game #: 585\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 585\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 585\n",
+      "0.29601  et  1.2840699\n",
+      "0.0\n",
+      "Game #: 585\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 585\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 585\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 585\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 585\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 585\n",
+      "0.7840998  et  0.1\n",
+      "4.0\n",
+      "Game #: 585\n",
+      "1.767239201  et  0.0\n",
+      "5.0\n",
+      "Game #: 585\n",
+      "0.59501  et  0.0\n",
+      "6.0\n",
+      "Game #: 585\n",
+      "1.85250700899  et  1.077209201\n",
+      "7.0\n",
+      "Game #: 585\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 585\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 585\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 585\n",
+      "0.7840998  et  0.1\n",
+      "2.0\n",
+      "Game #: 585\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 585\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 585\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 585\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 585\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 585\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 585\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 585\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 585\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 585\n",
+      "0.7840998  et  0.1\n",
+      "2.0\n",
+      "Game #: 585\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 585\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 585\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 585\n",
+      "1.46240750799  et  1.178179301\n",
+      "6.0\n",
+      "Game #: 585\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 585\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 585\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 585\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 585\n",
+      "0.5900598  et  0.39602\n",
+      "10.0\n",
+      "Game #: 585\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 586\n",
+      "661.181150749  et  232.228366143\n",
+      "1.0\n",
+      "Game #: 586\n",
+      "1.1840699  et  0.0\n",
+      "2.0\n",
+      "Game #: 586\n",
+      "0.29701  et  0.199\n",
+      "3.0\n",
+      "Game #: 586\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 586\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 586\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 586\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 586\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 586\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 586\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 586\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 586\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 586\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 586\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 586\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 586\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 586\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 586\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 586\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 586\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 586\n",
+      "0.29701  et  0.199\n",
+      "6.0\n",
+      "Game #: 586\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 586\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 586\n",
+      "0.39601  et  0.0\n",
+      "9.0\n",
+      "Game #: 586\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 586\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 586\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 586\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 586\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 586\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 586\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 586\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 586\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 586\n",
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+      "10.0\n",
+      "Game #: 586\n",
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+      "10.0\n",
+      "Game #: 586\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 587\n",
+      "2494.83007162  et  156.1398005\n",
+      "1.0\n",
+      "Game #: 587\n",
+      "299.111222871  et  50.4539675948\n",
+      "2.0\n",
+      "Game #: 587\n",
+      "49.9286063119  et  0.0\n",
+      "3.0\n",
+      "Game #: 587\n",
+      "575.645232641  et  0.199\n",
+      "4.0\n",
+      "Game #: 587\n",
+      "38.4311681234  et  6.61538433878\n",
+      "5.0\n",
+      "Game #: 587\n",
+      "25.6542251727  et  0.1\n",
+      "6.0\n",
+      "Game #: 587\n",
+      "10.5787627507  et  2.90834885584\n",
+      "7.0\n",
+      "Game #: 587\n",
+      "28.393254288  et  7.38212070558\n",
+      "8.0\n",
+      "Game #: 587\n",
+      "3.8854497429  et  0.29701\n",
+      "9.0\n",
+      "Game #: 587\n",
+      "12.3274563191  et  0.299\n",
+      "10.0\n",
+      "Game #: 587\n",
+      "193.813417946  et  0.1\n",
+      "10.0\n",
+      "Game #: 587\n",
+      "290.057021026  et  0.199\n",
+      "10.0\n",
+      "Game #: 587\n",
+      "16.0327573837  et  2.32218975384\n",
+      "10.0\n",
+      "Game #: 587\n",
+      "4.66547221998  et  0.299\n",
+      "10.0\n",
+      "Game #: 587\n",
+      "0.29601  et  0.199\n",
+      "10.0\n",
+      "Game #: 587\n",
+      "1.956368602  et  0.1\n",
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+      "Game #: 587\n",
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+      "Game #: 587\n",
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+      "Game #: 588\n",
+      "306.61525555  et  0.0\n",
+      "1.0\n",
+      "Game #: 588\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 588\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 588\n",
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+      "4.0\n",
+      "Game #: 588\n",
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+      "5.0\n",
+      "Game #: 588\n",
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+      "6.0\n",
+      "Game #: 588\n",
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+      "7.0\n",
+      "Game #: 588\n",
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+      "8.0\n",
+      "Game #: 588\n",
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+      "9.0\n",
+      "Game #: 588\n",
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+      "Game #: 588\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 588\n",
+      "random action =  0\n",
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+      "Game #: 588\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 588\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 588\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 588\n",
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+      "-7.0\n",
+      "Game #: 588\n",
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+      "-6.0\n",
+      "Game #: 588\n",
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+      "-5.0\n",
+      "Game #: 588\n",
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+      "-4.0\n",
+      "Game #: 588\n",
+      "-4.9  et  0.0\n",
+      "-8.0\n",
+      "Game #: 588\n",
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+      "Game #: 588\n",
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+      "Game #: 588\n",
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+      "2.0\n",
+      "Game #: 588\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 588\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 588\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 588\n",
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+      "1.0\n",
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+      "2.0\n",
+      "Game #: 588\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 588\n",
+      "0.7840998  et  0.1\n",
+      "4.0\n",
+      "Game #: 588\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 588\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 588\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 588\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 588\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 588\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 588\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 588\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 588\n",
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+      "6.0\n",
+      "Game #: 588\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 588\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 588\n",
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+      "9.0\n",
+      "Game #: 588\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 588\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 588\n",
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+      "1.0\n",
+      "Game #: 588\n",
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+      "2.0\n",
+      "Game #: 588\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 588\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 588\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 588\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 588\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 588\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 588\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 588\n",
+      "0.0  et  -5.0\n",
+      "1.0\n",
+      "Game #: 588\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 588\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 588\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 588\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 588\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 588\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 588\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 588\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 589\n",
+      "74.153495  et  0.0\n",
+      "0.0\n",
+      "Game #: 589\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 589\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 589\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 589\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 589\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 589\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 589\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 589\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 589\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 589\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "10.0\n",
+      "Game #: 589\n",
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+      "Game #: 589\n",
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+      "10.0\n",
+      "Game #: 589\n",
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+      "Game #: 589\n",
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+      "Game #: 589\n",
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+      "Game #: 589\n",
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+      "Game #: 589\n",
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+      "10.0\n",
+      "Game #: 589\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 589\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 590\n",
+      "1242.63476761  et  0.0\n",
+      "-16.0\n",
+      "Game #: 590\n",
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+      "-15.0\n",
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+      "-13.0\n",
+      "Game #: 590\n",
+      "1.0830998  et  0.1\n",
+      "-12.0\n",
+      "Game #: 590\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 590\n",
+      "0.8880599  et  1.079179301\n",
+      "0.0\n",
+      "Game #: 590\n",
+      "9.14616759279  et  9.35270591686\n",
+      "-8.0\n",
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+      "Game #: 590\n",
+      "0.39601  et  0.6910499\n",
+      "-8.0\n",
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+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 590\n",
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+      "1.0\n",
+      "Game #: 590\n",
+      "0.29701  et  0.199\n",
+      "2.0\n",
+      "Game #: 590\n",
+      "0.5890599  et  0.199\n",
+      "3.0\n",
+      "Game #: 590\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 590\n",
+      "0.0  et  3.41979600999\n",
+      "0.0\n",
+      "Game #: 590\n",
+      "0.198  et  1.371268802\n",
+      "-8.0\n",
+      "Game #: 590\n",
+      "0.5890599  et  9.63018006987\n",
+      "0.0\n",
+      "Game #: 590\n",
+      "random action =  0\n",
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+      "Game #: 590\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 590\n",
+      "15.4794602892  et  0.0\n",
+      "3.0\n",
+      "Game #: 590\n",
+      "8.71122428937  et  0.8900499\n",
+      "4.0\n",
+      "Game #: 590\n",
+      "7.73984678138  et  0.5920499\n",
+      "5.0\n",
+      "Game #: 590\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 590\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 590\n",
+      "12.7546742792  et  0.0\n",
+      "8.0\n",
+      "Game #: 590\n",
+      "2.356299101  et  0.0\n",
+      "9.0\n",
+      "Game #: 590\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 590\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 590\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 590\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 590\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 590\n",
+      "0.7840998  et  0.1\n",
+      "3.0\n",
+      "Game #: 590\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 590\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 590\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 590\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 590\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 590\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 590\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 590\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 590\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 590\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 590\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 590\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 590\n",
+      "0.39601  et  0.0\n",
+      "10.0\n",
+      "Game #: 590\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 590\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 590\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 590\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 590\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 590\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 590\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 590\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 590\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 590\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 590\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 591\n",
+      "58630.0056801  et  5.1\n",
+      "1.0\n",
+      "Game #: 591\n",
+      "12.691221377  et  3.18858804989\n",
+      "2.0\n",
+      "Game #: 591\n",
+      "3.10511361798  et  0.1\n",
+      "3.0\n",
+      "Game #: 591\n",
+      "1.560358602  et  0.1\n",
+      "4.0\n",
+      "Game #: 591\n",
+      "0.7880599  et  0.1\n",
+      "5.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 591\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 591\n",
+      "0.0  et  -4.9\n",
+      "3.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 591\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 591\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 591\n",
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+      "2.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 591\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 591\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 591\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 591\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 591\n",
+      "0.299  et  0.0\n",
+      "-5.0\n",
+      "Game #: 591\n",
+      "0.299  et  0.0\n",
+      "-4.0\n",
+      "Game #: 591\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 591\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 591\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 591\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 591\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 591\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 591\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 591\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 591\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 592\n",
+      "1241.26552841  et  0.0\n",
+      "-2.0\n",
+      "Game #: 592\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 592\n",
+      "50.4246163119  et  0.0\n",
+      "0.0\n",
+      "Game #: 592\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 592\n",
+      "1.94661601398  et  0.5900798\n",
+      "2.0\n",
+      "Game #: 592\n",
+      "0.39601  et  0.0\n",
+      "3.0\n",
+      "Game #: 592\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 592\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 592\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 592\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 592\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 592\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 592\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 592\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 592\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 592\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 592\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 592\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 592\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 592\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 592\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 592\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 592\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 593\n",
+      "62011.9271867  et  64.397594451\n",
+      "1.0\n",
+      "Game #: 593\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 593\n",
+      "408.946785262  et  0.0\n",
+      "3.0\n",
+      "Game #: 593\n",
+      "2.155368602  et  0.1\n",
+      "4.0\n",
+      "Game #: 593\n",
+      "14.1996357962  et  1.84375501598\n",
+      "5.0\n",
+      "Game #: 593\n",
+      "2.34065591398  et  0.6890798\n",
+      "6.0\n",
+      "Game #: 593\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 593\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 593\n",
+      "0.39402  et  0.199\n",
+      "9.0\n",
+      "Game #: 593\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 593\n",
+      "0.099  et  0.8880599\n",
+      "0.0\n",
+      "Game #: 593\n",
+      "0.8840998  et  0.975258802\n",
+      "-8.0\n",
+      "Game #: 593\n",
+      "0.1  et  0.298\n",
+      "0.0\n",
+      "Game #: 593\n",
+      "41.1738053566  et  43.675287845\n",
+      "-8.0\n",
+      "Game #: 593\n",
+      "0.59302  et  0.7870898\n",
+      "0.0\n",
+      "Game #: 593\n",
+      "3.31979600999  et  4.06677735089\n",
+      "-8.0\n",
+      "Game #: 593\n",
+      "0.8880599  et  0.979179301\n",
+      "0.0\n",
+      "Game #: 593\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 593\n",
+      "0.7880599  et  0.0\n",
+      "2.0\n",
+      "Game #: 593\n",
+      "0.39601  et  0.0\n",
+      "3.0\n",
+      "Game #: 593\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 593\n",
+      "0.9870599  et  0.4910499\n",
+      "5.0\n",
+      "Game #: 593\n",
+      "0.4910499  et  0.49601\n",
+      "-8.0\n",
+      "Game #: 593\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 593\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 593\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 593\n",
+      "0.19701  et  1.867239201\n",
+      "0.0\n",
+      "Game #: 593\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 593\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 593\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 593\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 593\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 593\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 593\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 593\n",
+      "1.1840699  et  0.099\n",
+      "6.0\n",
+      "Game #: 593\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 593\n",
+      "0.7880599  et  0.0\n",
+      "8.0\n",
+      "Game #: 593\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 593\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 593\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 593\n",
+      "0.099  et  1.2840699\n",
+      "0.0\n",
+      "Game #: 593\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 593\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 593\n",
+      "0.39402  et  0.1\n",
+      "3.0\n",
+      "Game #: 593\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 593\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 593\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 593\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 593\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 593\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 593\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 593\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 593\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 593\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 593\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 593\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 593\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 593\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 593\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 593\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 593\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 593\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 594\n",
+      "234.401151409  et  5.1\n",
+      "-6.0\n",
+      "Game #: 594\n",
+      "153.240617831  et  0.0\n",
+      "-5.0\n",
+      "Game #: 594\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 594\n",
+      "981.178397198  et  69.3717928408\n",
+      "-3.0\n",
+      "Game #: 594\n",
+      "0.299  et  0.0\n",
+      "-2.0\n",
+      "Game #: 594\n",
+      "51.1519080938  et  0.1\n",
+      "-1.0\n",
+      "Game #: 594\n",
+      "175.92607009  et  0.49601\n",
+      "0.0\n",
+      "Game #: 594\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 594\n",
+      "4.93066514547  et  2.6162105419\n",
+      "2.0\n",
+      "Game #: 594\n",
+      "0.7880599  et  0.099\n",
+      "3.0\n",
+      "Game #: 594\n",
+      "1.94860601398  et  0.4900798\n",
+      "4.0\n",
+      "Game #: 594\n",
+      "1.75744740799  et  0.4920499\n",
+      "5.0\n",
+      "Game #: 594\n",
+      "5.60611067139  et  0.979179301\n",
+      "6.0\n",
+      "Game #: 594\n",
+      "1.94464591398  et  0.29602\n",
+      "7.0\n",
+      "Game #: 594\n",
+      "0.7880599  et  0.0\n",
+      "8.0\n",
+      "Game #: 594\n",
+      "4.0620528808  et  3.50508371798\n",
+      "9.0\n",
+      "Game #: 594\n",
+      "0.7860898  et  0.298\n",
+      "10.0\n",
+      "Game #: 594\n",
+      "0.4900798  et  0.39402\n",
+      "10.0\n",
+      "Game #: 594\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 594\n",
+      "0.1  et  0.49601\n",
+      "0.0\n",
+      "Game #: 594\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 594\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 594\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 594\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 594\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 594\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 594\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 594\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 594\n",
+      "0.39601  et  0.0\n",
+      "3.0\n",
+      "Game #: 594\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 594\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 594\n",
+      "0.39601  et  0.3920499\n",
+      "1.0\n",
+      "Game #: 594\n",
+      "0.7880599  et  0.0\n",
+      "2.0\n",
+      "Game #: 594\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 594\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 594\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 594\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 594\n",
+      "0.39601  et  0.19701\n",
+      "7.0\n",
+      "Game #: 594\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 594\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 594\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 594\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 594\n",
+      "0.198  et  0.29602\n",
+      "-8.0\n",
+      "Game #: 594\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 594\n",
+      "0.1  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 594\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 594\n",
+      "4.29103521099  et  5.73119475888\n",
+      "-8.0\n",
+      "Game #: 594\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 594\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 594\n",
+      "0.199  et  0.1\n",
+      "-6.0\n",
+      "Game #: 594\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 594\n",
+      "0.49402  et  0.1\n",
+      "-4.0\n",
+      "Game #: 594\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 594\n",
+      "0.5910499  et  0.49601\n",
+      "-2.0\n",
+      "Game #: 594\n",
+      "0.299  et  0.0\n",
+      "-1.0\n",
+      "Game #: 594\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 594\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 594\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 594\n",
+      "3.59537925185  et  2.04759631298\n",
+      "3.0\n",
+      "Game #: 594\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 594\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 594\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 595\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 595\n",
+      "906.074455872  et  28.7086217473\n",
+      "-2.0\n",
+      "Game #: 595\n",
+      "1687.5427856  et  0.0\n",
+      "-1.0\n",
+      "Game #: 595\n",
+      "146.346759023  et  18.589979173\n",
+      "0.0\n",
+      "Game #: 595\n",
+      "14.4598096396  et  0.39601\n",
+      "1.0\n",
+      "Game #: 595\n",
+      "1.3830699  et  0.0\n",
+      "2.0\n",
+      "Game #: 595\n",
+      "0.9870599  et  0.0\n",
+      "3.0\n",
+      "Game #: 595\n",
+      "223.033359294  et  14.4500675237\n",
+      "4.0\n",
+      "Game #: 595\n",
+      "13.077360778  et  1.276189301\n",
+      "5.0\n",
+      "Game #: 595\n",
+      "36.644979763  et  0.39602\n",
+      "6.0\n",
+      "Game #: 595\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 595\n",
+      "6.5271612437  et  2.03492243888\n",
+      "8.0\n",
+      "Game #: 595\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 595\n",
+      "2.34065591398  et  2.71326935484\n",
+      "0.0\n",
+      "Game #: 595\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 595\n",
+      "0.298  et  0.49502\n",
+      "0.0\n",
+      "Game #: 595\n",
+      "2.14756680899  et  3.9933303419\n",
+      "-8.0\n",
+      "Game #: 595\n",
+      "0.4900798  et  0.979199002\n",
+      "0.0\n",
+      "Game #: 595\n",
+      "0.59202  et  0.8850998\n",
+      "-8.0\n",
+      "Game #: 595\n",
+      "1.081149401  et  2.82102233491\n",
+      "0.0\n",
+      "Game #: 595\n",
+      "0.198  et  0.5890798\n",
+      "-8.0\n",
+      "Game #: 595\n",
+      "0.1  et  0.8880599\n",
+      "0.0\n",
+      "Game #: 595\n",
+      "0.298  et  0.7860898\n",
+      "-8.0\n",
+      "Game #: 595\n",
+      "0.5900598  et  2.05055661198\n",
+      "0.0\n",
+      "Game #: 595\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 595\n",
+      "2.80642726582  et  2.04275501598\n",
+      "2.0\n",
+      "Game #: 595\n",
+      "0.7840998  et  0.199\n",
+      "3.0\n",
+      "Game #: 595\n",
+      "1.560358602  et  0.199\n",
+      "4.0\n",
+      "Game #: 595\n",
+      "1.567239201  et  1.2840699\n",
+      "5.0\n",
+      "Game #: 595\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 595\n",
+      "1.568239201  et  0.1\n",
+      "7.0\n",
+      "Game #: 595\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 595\n",
+      "0.978199002  et  0.5900798\n",
+      "9.0\n",
+      "Game #: 595\n",
+      "0.39601  et  0.19701\n",
+      "10.0\n",
+      "Game #: 595\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 595\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 595\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 595\n",
+      "0.4920499  et  0.29601\n",
+      "2.0\n",
+      "Game #: 595\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 595\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 595\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 595\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 595\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 595\n",
+      "1.564279101  et  1.94763630999\n",
+      "0.0\n",
+      "Game #: 595\n",
+      "random action =  0\n",
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+      "Game #: 595\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 595\n",
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+      "3.0\n",
+      "Game #: 595\n",
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+      "4.0\n",
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+      "0.29601  et  0.299\n",
+      "-8.0\n",
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+      "2.0\n",
+      "Game #: 595\n",
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+      "-8.0\n",
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+      "0.0\n",
+      "Game #: 595\n",
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+      "1.0\n",
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+      "2.0\n",
+      "Game #: 595\n",
+      "0.6880599  et  0.59501\n",
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+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 595\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 595\n",
+      "random action =  0\n",
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+      "-7.0\n",
+      "Game #: 596\n",
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+      "-6.0\n",
+      "Game #: 596\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 596\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 596\n",
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+      "-3.0\n",
+      "Game #: 596\n",
+      "37.4484161947  et  0.5890599\n",
+      "-2.0\n",
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+      "1250.20227178  et  0.6890599\n",
+      "-1.0\n",
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+      "6.27917609978  et  0.1\n",
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+      "2.0\n",
+      "Game #: 596\n",
+      "27.5225116684  et  1.94763630999\n",
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+      "6.0\n",
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+      "7.0\n",
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+      "1.1781198  et  0.299\n",
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+      "-9.703  et  0.1\n",
+      "-8.0\n",
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+      "Game #: 596\n",
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+      "-8.0\n",
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+      "-8.0\n",
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+      "3.0\n",
+      "Game #: 596\n",
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+      "4.0\n",
+      "Game #: 596\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 596\n",
+      "2.14555690899  et  0.6900599\n",
+      "6.0\n",
+      "Game #: 596\n",
+      "2.344458402  et  0.299\n",
+      "7.0\n",
+      "Game #: 596\n",
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+      "8.0\n",
+      "Game #: 596\n",
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+      "9.0\n",
+      "Game #: 596\n",
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+      "10.0\n",
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+      "0.39402  et  0.1\n",
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+      "Game #: 596\n",
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+      "Game #: 596\n",
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+      "Game #: 596\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 596\n",
+      "random action =  0\n",
+      "10.0\n",
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+      "10.0\n",
+      "Game #: 596\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 596\n",
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+      "10.0\n",
+      "Game #: 596\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 596\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 597\n",
+      "55.1410549  et  5.1\n",
+      "1.0\n",
+      "Game #: 597\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 597\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 597\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 597\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 597\n",
+      "0.39601  et  0.0\n",
+      "6.0\n",
+      "Game #: 597\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 597\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 597\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 597\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 597\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 597\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 597\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 597\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 597\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 597\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 597\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 597\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 597\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 597\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 597\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 597\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 597\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 597\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 597\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 597\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 597\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 597\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 597\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 597\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 597\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 597\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 598\n",
+      "3740.76999347  et  5.1\n",
+      "-2.0\n",
+      "Game #: 598\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 598\n",
+      "12.1834891709  et  12.1616542792\n",
+      "-8.0\n",
+      "Game #: 598\n",
+      "600.527467098  et  0.0\n",
+      "-7.0\n",
+      "Game #: 598\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 598\n",
+      "74.6223482274  et  0.5890599\n",
+      "-5.0\n",
+      "Game #: 598\n",
+      "109.564360955  et  0.5930399\n",
+      "-4.0\n",
+      "Game #: 598\n",
+      "443.936384995  et  14.4500675237\n",
+      "-3.0\n",
+      "Game #: 598\n",
+      "80.9859789264  et  0.6890599\n",
+      "-2.0\n",
+      "Game #: 598\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 598\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 598\n",
+      "14.7128363712  et  22.3197446256\n",
+      "-8.0\n",
+      "Game #: 598\n",
+      "0.29701  et  0.5930399\n",
+      "0.0\n",
+      "Game #: 598\n",
+      "random action =  0\n",
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+      "Game #: 598\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 598\n",
+      "0.7880599  et  0.880179301\n",
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+      "Game #: 598\n",
+      "0.1  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 598\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 598\n",
+      "0.39601  et  3.70012361798\n",
+      "-8.0\n",
+      "Game #: 598\n",
+      "0.7880599  et  1.660358602\n",
+      "0.0\n",
+      "Game #: 598\n",
+      "15.4794602892  et  15.3246656863\n",
+      "1.0\n",
+      "Game #: 598\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 598\n",
+      "2.73075541498  et  15.6979979907\n",
+      "0.0\n",
+      "Game #: 598\n",
+      "12.568473439  et  20.4449148808\n",
+      "-8.0\n",
+      "Game #: 598\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 598\n",
+      "0.299  et  0.0\n",
+      "-7.0\n",
+      "Game #: 598\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 598\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 598\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 598\n",
+      "3.62468660899  et  0.199\n",
+      "-3.0\n",
+      "Game #: 598\n",
+      "0.8880599  et  0.0\n",
+      "-2.0\n",
+      "Game #: 598\n",
+      "0.29701  et  0.199\n",
+      "-1.0\n",
+      "Game #: 598\n",
+      "1.65456611398  et  1.172268802\n",
+      "0.0\n",
+      "Game #: 598\n",
+      "3.68851854889  et  2.52974610999\n",
+      "1.0\n",
+      "Game #: 598\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 598\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 598\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 598\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 598\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 598\n",
+      "0.39402  et  0.4900798\n",
+      "-8.0\n",
+      "Game #: 598\n",
+      "0.199  et  0.19701\n",
+      "-8.0\n",
+      "Game #: 598\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 598\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 598\n",
+      "0.0  et  0.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "-5.0\n",
+      "Game #: 598\n",
+      "1.1840699  et  0.0\n",
+      "-4.0\n",
+      "Game #: 598\n",
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+      "-3.0\n",
+      "Game #: 598\n",
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+      "-2.0\n",
+      "Game #: 598\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 598\n",
+      "random action =  0\n",
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+      "Game #: 598\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 598\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 598\n",
+      "random action =  0\n",
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+      "Game #: 598\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 598\n",
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+      "-5.0\n",
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+      "-4.0\n",
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+      "-3.0\n",
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+      "-2.0\n",
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+      "-1.0\n",
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+      "0.199  et  0.0\n",
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+      "Game #: 598\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 598\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 598\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 599\n",
+      "21003.0219155  et  40.1910549\n",
+      "-6.0\n",
+      "Game #: 599\n",
+      "0.299  et  0.0\n",
+      "-5.0\n",
+      "Game #: 599\n",
+      "24.6464193244  et  12.3735948342\n",
+      "-4.0\n",
+      "Game #: 599\n",
+      "1145.63401296  et  0.199\n",
+      "-3.0\n",
+      "Game #: 599\n",
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+      "-2.0\n",
+      "Game #: 599\n",
+      "2.456299101  et  0.0\n",
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+      "Game #: 599\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 599\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 599\n",
+      "0.39402  et  0.5900798\n",
+      "0.0\n",
+      "Game #: 599\n",
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+      "-8.0\n",
+      "Game #: 599\n",
+      "0.5930399  et  1.85939780699\n",
+      "0.0\n",
+      "Game #: 599\n",
+      "0.199  et  0.29701\n",
+      "-8.0\n",
+      "Game #: 599\n",
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+      "Game #: 599\n",
+      "0.299  et  0.59202\n",
+      "-8.0\n",
+      "Game #: 599\n",
+      "0.199  et  0.19701\n",
+      "-8.0\n",
+      "Game #: 599\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 599\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 599\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 599\n",
+      "0.59501  et  0.0\n",
+      "-4.0\n",
+      "Game #: 599\n",
+      "1.767239201  et  0.3920499\n",
+      "-3.0\n",
+      "Game #: 599\n",
+      "0.59501  et  0.0\n",
+      "-2.0\n",
+      "Game #: 599\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 599\n",
+      "0.199  et  0.0\n",
+      "0.0\n",
+      "Game #: 599\n",
+      "0.9870599  et  0.0\n",
+      "1.0\n",
+      "Game #: 599\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 599\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 599\n",
+      "0.69501  et  0.29601\n",
+      "4.0\n",
+      "Game #: 599\n",
+      "0.8880599  et  0.0\n",
+      "5.0\n",
+      "Game #: 599\n",
+      "10.2192399699  et  0.0\n",
+      "6.0\n",
+      "Game #: 599\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 599\n",
+      "0.299  et  0.0\n",
+      "8.0\n",
+      "Game #: 599\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 599\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 599\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 599\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 599\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 599\n",
+      "0.59501  et  0.0\n",
+      "-4.0\n",
+      "Game #: 599\n",
+      "0.199  et  0.099\n",
+      "-3.0\n",
+      "Game #: 599\n",
+      "0.39601  et  0.0\n",
+      "-2.0\n",
+      "Game #: 599\n",
+      "0.199  et  0.0\n",
+      "-1.0\n",
+      "Game #: 599\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 599\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 599\n",
+      "0.299  et  0.0\n",
+      "2.0\n",
+      "Game #: 599\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 599\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 599\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 599\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 599\n",
+      "0.199  et  0.0\n",
+      "-7.0\n",
+      "Game #: 599\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 599\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 599\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 599\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 599\n",
+      "0.9870599  et  0.0\n",
+      "-2.0\n",
+      "Game #: 599\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 599\n",
+      "0.39601  et  0.0\n",
+      "0.0\n",
+      "Game #: 599\n",
+      "0.39601  et  0.0\n",
+      "1.0\n",
+      "Game #: 599\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 599\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 599\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 599\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 599\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 599\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 600\n",
+      "33.0595  et  0.0\n",
+      "-2.0\n",
+      "Game #: 600\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 600\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 600\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 600\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 600\n",
+      "0.39601  et  0.0\n",
+      "3.0\n",
+      "Game #: 600\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 600\n",
+      "9.28428971776  et  0.299\n",
+      "5.0\n",
+      "Game #: 600\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 600\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 600\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 600\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 600\n",
+      "0.7840998  et  0.1\n",
+      "10.0\n",
+      "Game #: 600\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 600\n",
+      "0.7840998  et  0.1\n",
+      "10.0\n",
+      "Game #: 600\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 600\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 600\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 600\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 600\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 600\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 600\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 600\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 600\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 600\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 600\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 600\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 600\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 600\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 600\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 600\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 600\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 600\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 600\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 601\n",
+      "78062.9641697  et  0.0\n",
+      "1.0\n",
+      "Game #: 601\n",
+      "33.7554350764  et  0.0\n",
+      "2.0\n",
+      "Game #: 601\n",
+      "49.0463744556  et  12.3735948342\n",
+      "3.0\n",
+      "Game #: 601\n",
+      "1.3830699  et  0.6880599\n",
+      "4.0\n",
+      "Game #: 601\n",
+      "0.59501  et  0.0\n",
+      "5.0\n",
+      "Game #: 601\n",
+      "18.7793678557  et  0.199\n",
+      "6.0\n",
+      "Game #: 601\n",
+      "44.3659911502  et  11.6431809689\n",
+      "7.0\n",
+      "Game #: 601\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 601\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 601\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 601\n",
+      "0.4910598  et  0.29602\n",
+      "2.0\n",
+      "Game #: 601\n",
+      "0.7900499  et  0.199\n",
+      "3.0\n",
+      "Game #: 601\n",
+      "11.1561602361  et  0.979179301\n",
+      "4.0\n",
+      "Game #: 601\n",
+      "3.86984536882  et  0.29602\n",
+      "5.0\n",
+      "Game #: 601\n",
+      "1.568239201  et  0.0\n",
+      "6.0\n",
+      "Game #: 601\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 601\n",
+      "1.567239201  et  3.13463670899\n",
+      "0.0\n",
+      "Game #: 601\n",
+      "0.0  et  21.689844349\n",
+      "-8.0\n",
+      "Game #: 601\n",
+      "0.39601  et  7.46324599978\n",
+      "0.0\n",
+      "Game #: 601\n",
+      "0.39501  et  6.22614525788\n",
+      "-8.0\n",
+      "Game #: 601\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 601\n",
+      "1.668239201  et  0.0\n",
+      "-7.0\n",
+      "Game #: 601\n",
+      "0.49601  et  0.0\n",
+      "-6.0\n",
+      "Game #: 601\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 601\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 601\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 601\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 601\n",
+      "0.0  et  0.69501\n",
+      "0.0\n",
+      "Game #: 601\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 601\n",
+      "3.62468660899  et  3.8874397429\n",
+      "0.0\n",
+      "Game #: 601\n",
+      "0.8880599  et  0.879179301\n",
+      "1.0\n",
+      "Game #: 601\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 601\n",
+      "1.2840699  et  1.271229201\n",
+      "-8.0\n",
+      "Game #: 601\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 601\n",
+      "0.7880599  et  0.0\n",
+      "-6.0\n",
+      "Game #: 601\n",
+      "0.39601  et  0.0\n",
+      "-5.0\n",
+      "Game #: 601\n",
+      "0.199  et  0.0\n",
+      "-4.0\n",
+      "Game #: 601\n",
+      "1.568239201  et  0.0\n",
+      "-3.0\n",
+      "Game #: 601\n",
+      "0.199  et  0.0\n",
+      "-2.0\n",
+      "Game #: 601\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 601\n",
+      "0.199  et  0.0\n",
+      "0.0\n",
+      "Game #: 601\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 601\n",
+      "0.299  et  0.29601\n",
+      "-8.0\n",
+      "Game #: 601\n",
+      "0.199  et  0.0\n",
+      "-7.0\n",
+      "Game #: 601\n",
+      "0.199  et  0.0\n",
+      "-6.0\n",
+      "Game #: 601\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 601\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 601\n",
+      "0.59501  et  0.0\n",
+      "-3.0\n",
+      "Game #: 601\n",
+      "0.199  et  0.0\n",
+      "-2.0\n",
+      "Game #: 601\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 601\n",
+      "0.199  et  0.0\n",
+      "0.0\n",
+      "Game #: 601\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 601\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 601\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 601\n",
+      "0.299  et  0.0\n",
+      "4.0\n",
+      "Game #: 601\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 601\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 601\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 601\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 601\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 601\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 601\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 601\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 601\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 601\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 601\n",
+      "1.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 601\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 601\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 601\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 602\n",
+      "5946.02311605  et  3030.92278809\n",
+      "1.0\n",
+      "Game #: 602\n",
+      "3.4983203419  et  1.84856680899\n",
+      "2.0\n",
+      "Game #: 602\n",
+      "4.10785590999  et  0.1\n",
+      "3.0\n",
+      "Game #: 602\n",
+      "1439.29640736  et  0.49601\n",
+      "4.0\n",
+      "Game #: 602\n",
+      "12.5888722393  et  0.199\n",
+      "5.0\n",
+      "Game #: 602\n",
+      "27.1490410165  et  0.3920499\n",
+      "6.0\n",
+      "Game #: 602\n",
+      "2487.90252084  et  0.6890599\n",
+      "7.0\n",
+      "Game #: 602\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 602\n",
+      "860.121938846  et  0.4920499\n",
+      "9.0\n",
+      "Game #: 602\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 602\n",
+      "6.74560848308  et  4.93753643948\n",
+      "10.0\n",
+      "Game #: 602\n",
+      "1.84960601398  et  0.975258802\n",
+      "10.0\n",
+      "Game #: 602\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 602\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 602\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 602\n",
+      "6.31038405988  et  6.34728021928\n",
+      "0.0\n",
+      "Game #: 602\n",
+      "0.39601  et  0.3920499\n",
+      "1.0\n",
+      "Game #: 602\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 602\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 602\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 602\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 602\n",
+      "0.7880599  et  0.0\n",
+      "6.0\n",
+      "Game #: 602\n",
+      "2.344458402  et  0.299\n",
+      "7.0\n",
+      "Game #: 602\n",
+      "2.344458402  et  0.59501\n",
+      "8.0\n",
+      "Game #: 602\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 602\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 602\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 602\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 602\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 603\n",
+      "35.34551  et  0.0\n",
+      "1.0\n",
+      "Game #: 603\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 603\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 603\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 603\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 603\n",
+      "1.568239201  et  1.65255680899\n",
+      "0.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 603\n",
+      "0.59202  et  0.299\n",
+      "4.0\n",
+      "Game #: 603\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 603\n",
+      "0.198  et  0.1\n",
+      "8.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 603\n",
+      "-10.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 603\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 603\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 603\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 603\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 603\n",
+      "-5.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 603\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 603\n",
+      "-5.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 603\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 603\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 603\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 603\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 603\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 604\n",
+      "3136.72691058  et  791.95244986\n",
+      "-3.0\n",
+      "Game #: 604\n",
+      "9.2511451499  et  5.50891394747\n",
+      "-2.0\n",
+      "Game #: 604\n",
+      "5.82067584048  et  4.1883702419\n",
+      "-1.0\n",
+      "Game #: 604\n",
+      "3.98359804989  et  1.369239201\n",
+      "0.0\n",
+      "Game #: 604\n",
+      "1.95644740799  et  0.4920499\n",
+      "1.0\n",
+      "Game #: 604\n",
+      "77.2510943374  et  19.2625371567\n",
+      "2.0\n",
+      "Game #: 604\n",
+      "3.31979600999  et  0.0\n",
+      "3.0\n",
+      "Game #: 604\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 604\n",
+      "4.84894665189  et  0.49601\n",
+      "5.0\n",
+      "Game #: 604\n",
+      "17.0765314541  et  0.6890798\n",
+      "6.0\n",
+      "Game #: 604\n",
+      "1.560358602  et  0.1\n",
+      "7.0\n",
+      "Game #: 604\n",
+      "25.2962460304  et  7.19111697494\n",
+      "8.0\n",
+      "Game #: 604\n",
+      "24.4102110854  et  1.174258802\n",
+      "9.0\n",
+      "Game #: 604\n",
+      "1.369239201  et  0.49601\n",
+      "10.0\n",
+      "Game #: 604\n",
+      "5.98358462212  et  3.29163616782\n",
+      "10.0\n",
+      "Game #: 604\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 604\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 604\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 604\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 604\n",
+      "0.199  et  0.5910499\n",
+      "-8.0\n",
+      "Game #: 604\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 604\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 604\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 604\n",
+      "0.1  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 604\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 604\n",
+      "0.982139401  et  1.56436790699\n",
+      "-8.0\n",
+      "Game #: 604\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 604\n",
+      "0.1  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 604\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 604\n",
+      "0.39601  et  2.14756680899\n",
+      "-8.0\n",
+      "Game #: 604\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 604\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 604\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 604\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 604\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 604\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 604\n",
+      "0.39402  et  0.1\n",
+      "2.0\n",
+      "Game #: 604\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 604\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 604\n",
+      "0.39601  et  0.0\n",
+      "5.0\n",
+      "Game #: 604\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 604\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 604\n",
+      "0.199  et  0.0\n",
+      "8.0\n",
+      "Game #: 604\n",
+      "3.49243904789  et  1.94763630999\n",
+      "9.0\n",
+      "Game #: 604\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 604\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 604\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 604\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 604\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 604\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 604\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 604\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 604\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 605\n",
+      "155.516764151  et  0.0\n",
+      "1.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 605\n",
+      "0.59302  et  0.1\n",
+      "4.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 605\n",
+      "0.7880599  et  0.0\n",
+      "6.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 605\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 605\n",
+      "0.39402  et  0.5900798\n",
+      "0.0\n",
+      "Game #: 605\n",
+      "0.19701  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 605\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 605\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 605\n",
+      "0.198  et  0.39602\n",
+      "0.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 605\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 605\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 605\n",
+      "0.1  et  0.298\n",
+      "0.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 605\n",
+      "0.7840998  et  0.1\n",
+      "9.0\n",
+      "Game #: 605\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 605\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 605\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 605\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 605\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 605\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 605\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 605\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 605\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 605\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 605\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 605\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 605\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 605\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 605\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 606\n",
+      "114.830699251  et  5.1\n",
+      "-8.0\n",
+      "Game #: 606\n",
+      "0.49601  et  0.0\n",
+      "-7.0\n",
+      "Game #: 606\n",
+      "0.299  et  0.0\n",
+      "-6.0\n",
+      "Game #: 606\n",
+      "0.299  et  0.0\n",
+      "-5.0\n",
+      "Game #: 606\n",
+      "0.29701  et  0.199\n",
+      "-4.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 606\n",
+      "0.199  et  0.0\n",
+      "0.0\n",
+      "Game #: 606\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 606\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 606\n",
+      "0.299  et  0.0\n",
+      "3.0\n",
+      "Game #: 606\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 606\n",
+      "0.299  et  0.099\n",
+      "5.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 606\n",
+      "0.199  et  0.0\n",
+      "8.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 606\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 606\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 606\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 606\n",
+      "0.39601  et  0.0\n",
+      "7.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 606\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 606\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
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+      "58616.7202508  et  5.1\n",
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+      "150.640089682  et  0.0\n",
+      "2.0\n",
+      "Game #: 607\n",
+      "45.9309070772  et  1.65849681198\n",
+      "3.0\n",
+      "Game #: 607\n",
+      "10.8061074702  et  0.199\n",
+      "4.0\n",
+      "Game #: 607\n",
+      "91.8081826667  et  0.882169301\n",
+      "5.0\n",
+      "Game #: 607\n",
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+      "6.0\n",
+      "Game #: 607\n",
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+      "7.0\n",
+      "Game #: 607\n",
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+      "8.0\n",
+      "Game #: 607\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Game #: 607\n",
+      "random action =  1\n",
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+      "-8.0\n",
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+      "-5.0  et  0.199\n",
+      "-8.0\n",
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+      "3.0\n",
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+      "Game #: 607\n",
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+      "5.0\n",
+      "Game #: 607\n",
+      "random action =  1\n",
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+      "-5.0  et  0.1\n",
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+      "7.0\n",
+      "Game #: 607\n",
+      "random action =  1\n",
+      "-8.0\n",
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+      "random action =  1\n",
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+      "-4.0\n",
+      "Game #: 608\n",
+      "65.287619451  et  35.2435449\n",
+      "-4.0\n",
+      "Game #: 608\n",
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+      "Game #: 608\n",
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+      "1.0\n",
+      "Game #: 608\n",
+      "random action =  1\n",
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+      "0.0  et  0.1\n",
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+      "Game #: 608\n",
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+      "1.0\n",
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+      "2.0\n",
+      "Game #: 608\n",
+      "1.75744740799  et  0.979179301\n",
+      "3.0\n",
+      "Game #: 608\n",
+      "3.31012183591  et  1.75547730799\n",
+      "4.0\n",
+      "Game #: 608\n",
+      "random action =  0\n",
+      "5.0\n",
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+      "6.0\n",
+      "Game #: 608\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
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+      "random action =  1\n",
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+      "Game #: 608\n",
+      "random action =  0\n",
+      "-8.0\n",
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+      "-7.0\n",
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+      "-6.0\n",
+      "Game #: 608\n",
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+      "-5.0\n",
+      "Game #: 608\n",
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+      "-4.0\n",
+      "Game #: 608\n",
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+      "-3.0\n",
+      "Game #: 608\n",
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+      "-2.0\n",
+      "Game #: 608\n",
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+      "-1.0\n",
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+      "1.0\n",
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+      "2.0\n",
+      "Game #: 608\n",
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+      "3.0\n",
+      "Game #: 608\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 608\n",
+      "random action =  1\n",
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+      "Game #: 608\n",
+      "random action =  1\n",
+      "-8.0\n",
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+      "Game #: 608\n",
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+      "2.0\n",
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+      "4.0\n",
+      "Game #: 608\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 608\n",
+      "0.39402  et  0.1\n",
+      "6.0\n",
+      "Game #: 608\n",
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+      "7.0\n",
+      "Game #: 608\n",
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+      "8.0\n",
+      "Game #: 608\n",
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+      "9.0\n",
+      "Game #: 608\n",
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+      "Game #: 608\n",
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+      "10.0\n",
+      "Game #: 608\n",
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+      "Game #: 609\n",
+      "625.205686356  et  312.662809703\n",
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+      "Game #: 609\n",
+      "40.6842117172  et  6.77119609978\n",
+      "2.0\n",
+      "Game #: 609\n",
+      "11.5831449226  et  4.1883702419\n",
+      "3.0\n",
+      "Game #: 609\n",
+      "5.04611347581  et  1.268308702\n",
+      "4.0\n",
+      "Game #: 609\n",
+      "14.8599702914  et  1.181149401\n",
+      "5.0\n",
+      "Game #: 609\n",
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+      "6.0\n",
+      "Game #: 609\n",
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+      "7.0\n",
+      "Game #: 609\n",
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+      "10.0\n",
+      "Game #: 609\n",
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+      "Game #: 609\n",
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+      "10.0\n",
+      "Game #: 609\n",
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+      "10.0\n",
+      "Game #: 609\n",
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+      "10.0\n",
+      "Game #: 609\n",
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+      "Game #: 609\n",
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+      "10.0\n",
+      "Game #: 609\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 609\n",
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+      "-16.0\n",
+      "Game #: 610\n",
+      "41801.1136118  et  40.1910549\n",
+      "-16.0\n",
+      "Game #: 610\n",
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+      "-15.0\n",
+      "Game #: 610\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 610\n",
+      "12.1834891709  et  12.8497141792\n",
+      "0.0\n",
+      "Game #: 610\n",
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+      "-8.0\n",
+      "Game #: 610\n",
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+      "Game #: 610\n",
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+      "1.0\n",
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+      "2.0\n",
+      "Game #: 610\n",
+      "2.951309101  et  0.0\n",
+      "3.0\n",
+      "Game #: 610\n",
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+      "4.0\n",
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+      "3.30807371798  et  3.039468402\n",
+      "5.0\n",
+      "Game #: 610\n",
+      "0.5910499  et  0.39601\n",
+      "6.0\n",
+      "Game #: 610\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 610\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 610\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 610\n",
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+      "Game #: 610\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 610\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 610\n",
+      "1.867239201  et  1.84856680899\n",
+      "1.0\n",
+      "Game #: 610\n",
+      "2.14952681098  et  1.375209102\n",
+      "2.0\n",
+      "Game #: 610\n",
+      "2.62880501598  et  1.465338602\n",
+      "3.0\n",
+      "Game #: 610\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 610\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 610\n",
+      "1.564279101  et  0.299\n",
+      "6.0\n",
+      "Game #: 610\n",
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+      "7.0\n",
+      "Game #: 610\n",
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+      "-8.0\n",
+      "Game #: 610\n",
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+      "-8.0\n",
+      "Game #: 610\n",
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+      "Game #: 610\n",
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+      "-8.0\n",
+      "Game #: 610\n",
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+      "Game #: 610\n",
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+      "Game #: 610\n",
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+      "Game #: 610\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 610\n",
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+      "2.0\n",
+      "Game #: 610\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 610\n",
+      "0.4910499  et  1.0870599\n",
+      "0.0\n",
+      "Game #: 610\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 610\n",
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+      "2.0\n",
+      "Game #: 610\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 610\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 610\n",
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+      "5.0\n",
+      "Game #: 610\n",
+      "1.174219002  et  0.39602\n",
+      "6.0\n",
+      "Game #: 610\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 610\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 610\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 610\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 610\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 610\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 610\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 610\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 610\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 610\n",
+      "0.5890599  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 610\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 610\n",
+      "0.19701  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 610\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 610\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 610\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 610\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 610\n",
+      "0.199  et  0.0\n",
+      "-6.0\n",
+      "Game #: 610\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 610\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 610\n",
+      "7.910499  et  3.9601\n",
+      "-3.0\n",
+      "Game #: 610\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 610\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 610\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 610\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 610\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 611\n",
+      "73.649505  et  0.0\n",
+      "-16.0\n",
+      "Game #: 611\n",
+      "11.1984192709  et  0.29601\n",
+      "-15.0\n",
+      "Game #: 611\n",
+      "92.4534448998  et  51.6556026937\n",
+      "-14.0\n",
+      "Game #: 611\n",
+      "2279.91168578  et  0.199\n",
+      "-13.0\n",
+      "Game #: 611\n",
+      "1.4830699  et  0.29601\n",
+      "-12.0\n",
+      "Game #: 611\n",
+      "1.082139401  et  0.5920499\n",
+      "-11.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 611\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 611\n",
+      "0.299  et  0.0\n",
+      "2.0\n",
+      "Game #: 611\n",
+      "0.299  et  0.0\n",
+      "3.0\n",
+      "Game #: 611\n",
+      "0.49601  et  0.0\n",
+      "4.0\n",
+      "Game #: 611\n",
+      "0.49601  et  0.099\n",
+      "5.0\n",
+      "Game #: 611\n",
+      "0.49601  et  0.0\n",
+      "6.0\n",
+      "Game #: 611\n",
+      "0.299  et  0.099\n",
+      "7.0\n",
+      "Game #: 611\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 611\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 611\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 611\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 611\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 611\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 611\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 611\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 611\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 611\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 611\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 611\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 611\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 611\n",
+      "0.59501  et  0.0\n",
+      "-5.0\n",
+      "Game #: 611\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 611\n",
+      "0.199  et  0.0\n",
+      "-6.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 611\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 611\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 612\n",
+      "5950.28933445  et  14.249\n",
+      "-10.0\n",
+      "Game #: 612\n",
+      "18.5097788483  et  5.50891394747\n",
+      "-9.0\n",
+      "Game #: 612\n",
+      "23.1504583959  et  4.1883702419\n",
+      "-8.0\n",
+      "Game #: 612\n",
+      "2.456299101  et  0.0\n",
+      "-7.0\n",
+      "Game #: 612\n",
+      "2.35148730799  et  1.176189301\n",
+      "-6.0\n",
+      "Game #: 612\n",
+      "3.41014173591  et  1.178159401\n",
+      "-5.0\n",
+      "Game #: 612\n",
+      "0.39601  et  0.299\n",
+      "-4.0\n",
+      "Game #: 612\n",
+      "2.24756680899  et  0.39601\n",
+      "-3.0\n",
+      "Game #: 612\n",
+      "1.0830998  et  0.1\n",
+      "-2.0\n",
+      "Game #: 612\n",
+      "0.29701  et  0.199\n",
+      "-1.0\n",
+      "Game #: 612\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 612\n",
+      "6.94640283834  et  5.03838892055\n",
+      "1.0\n",
+      "Game #: 612\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 612\n",
+      "3.12083521498  et  0.49502\n",
+      "3.0\n",
+      "Game #: 612\n",
+      "0.7860699  et  0.299\n",
+      "4.0\n",
+      "Game #: 612\n",
+      "9.15401644391  et  6.10984444647\n",
+      "5.0\n",
+      "Game #: 612\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 612\n",
+      "0.39601  et  0.0\n",
+      "7.0\n",
+      "Game #: 612\n",
+      "2.64158680899  et  1.371229201\n",
+      "8.0\n",
+      "Game #: 612\n",
+      "0.199  et  0.0\n",
+      "9.0\n",
+      "Game #: 612\n",
+      "0.7880599  et  0.0\n",
+      "10.0\n",
+      "Game #: 612\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 612\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 612\n",
+      "2.72011084586  et  2.05055661198\n",
+      "-7.0\n",
+      "Game #: 612\n",
+      "0.979199002  et  0.4900798\n",
+      "-6.0\n",
+      "Game #: 612\n",
+      "0.39601  et  0.299\n",
+      "-5.0\n",
+      "Game #: 612\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 612\n",
+      "0.7880599  et  0.880179301\n",
+      "0.0\n",
+      "Game #: 612\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 612\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 612\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 612\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 612\n",
+      "1.468268802  et  0.8850998\n",
+      "5.0\n",
+      "Game #: 612\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 612\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 612\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 612\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 612\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 612\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 612\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 612\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 612\n",
+      "11.1944701448  et  1.564338602\n",
+      "5.0\n",
+      "Game #: 612\n",
+      "0.7840998  et  0.1\n",
+      "6.0\n",
+      "Game #: 612\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 612\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 612\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 612\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 612\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 612\n",
+      "1.665249201  et  1.3830699\n",
+      "3.0\n",
+      "Game #: 612\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 612\n",
+      "0.199  et  0.099\n",
+      "5.0\n",
+      "Game #: 612\n",
+      "0.39601  et  0.099\n",
+      "6.0\n",
+      "Game #: 612\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 612\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 612\n",
+      "2.92179600999  et  1.1840699\n",
+      "9.0\n",
+      "Game #: 612\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 612\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 612\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 612\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 612\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 612\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 612\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 613\n",
+      "156161.304063  et  0.0\n",
+      "1.0\n",
+      "Game #: 613\n",
+      "7.39445395988  et  0.099\n",
+      "2.0\n",
+      "Game #: 613\n",
+      "7.97762326088  et  0.0\n",
+      "3.0\n",
+      "Game #: 613\n",
+      "469.150180109  et  0.0\n",
+      "4.0\n",
+      "Game #: 613\n",
+      "27.7990677482  et  1.75155680899\n",
+      "5.0\n",
+      "Game #: 613\n",
+      "14.1839534042  et  0.4900798\n",
+      "6.0\n",
+      "Game #: 613\n",
+      "15.4332437734  et  10.5745167206\n",
+      "7.0\n",
+      "Game #: 613\n",
+      "0.199  et  0.0\n",
+      "8.0\n",
+      "Game #: 613\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 613\n",
+      "6.17917609978  et  12.6715948342\n",
+      "0.0\n",
+      "Game #: 613\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 613\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 613\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 613\n",
+      "0.39402  et  0.1\n",
+      "4.0\n",
+      "Game #: 613\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 613\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 613\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 613\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 613\n",
+      "-9.604  et  0.1\n",
+      "-8.0\n",
+      "Game #: 613\n",
+      "0.0  et  1.0870599\n",
+      "0.0\n",
+      "Game #: 613\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 613\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 613\n",
+      "0.199  et  0.099\n",
+      "3.0\n",
+      "Game #: 613\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 613\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 613\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 613\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 613\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 613\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 613\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 613\n",
+      "-4.50599  et  0.299\n",
+      "-8.0\n",
+      "Game #: 613\n",
+      "0.39402  et  0.5900798\n",
+      "0.0\n",
+      "Game #: 613\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 613\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 613\n",
+      "0.7840998  et  0.1\n",
+      "3.0\n",
+      "Game #: 613\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 613\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 613\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 613\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 613\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 614\n",
+      "309.493315449  et  0.0\n",
+      "-1.0\n",
+      "Game #: 614\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 614\n",
+      "0.39601  et  0.0\n",
+      "1.0\n",
+      "Game #: 614\n",
+      "0.39601  et  0.1\n",
+      "2.0\n",
+      "Game #: 614\n",
+      "0.39601  et  0.099\n",
+      "3.0\n",
+      "Game #: 614\n",
+      "6.21038405988  et  0.0\n",
+      "4.0\n",
+      "Game #: 614\n",
+      "9.28428971776  et  0.299\n",
+      "5.0\n",
+      "Game #: 614\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 614\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 614\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 614\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 614\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 614\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 614\n",
+      "0.7860699  et  0.299\n",
+      "3.0\n",
+      "Game #: 614\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 614\n",
+      "3.89317351798  et  0.1\n",
+      "5.0\n",
+      "Game #: 614\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 614\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 614\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 614\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 614\n",
+      "0.0  et  -4.9\n",
+      "10.0\n",
+      "Game #: 614\n",
+      "0.5890599  et  0.199\n",
+      "10.0\n",
+      "Game #: 614\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 614\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 614\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 614\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 614\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 614\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 614\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 614\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 614\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 614\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 614\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 614\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 615\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 615\n",
+      "0.299  et  0.7860699\n",
+      "-8.0\n",
+      "Game #: 615\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 615\n",
+      "2.24364591398  et  3.39347825684\n",
+      "-8.0\n",
+      "Game #: 615\n",
+      "1.94661601398  et  2.61722965384\n",
+      "0.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 615\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 615\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 615\n",
+      "0.39402  et  0.6890798\n",
+      "0.0\n",
+      "Game #: 615\n",
+      "0.39501  et  1.572219201\n",
+      "-8.0\n",
+      "Game #: 615\n",
+      "6.74560848308  et  11.7156888377\n",
+      "0.0\n",
+      "Game #: 615\n",
+      "0.19701  et  0.7880599\n",
+      "-8.0\n",
+      "Game #: 615\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "8.37771843692  et  12.931586398\n",
+      "0.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 615\n",
+      "1.372238902  et  0.7870898\n",
+      "2.0\n",
+      "Game #: 615\n",
+      "7.34590558737  et  4.06677735089\n",
+      "3.0\n",
+      "Game #: 615\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 615\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 615\n",
+      "0.298  et  0.9850898\n",
+      "-8.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 615\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 615\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 615\n",
+      "0.4930399  et  0.29701\n",
+      "5.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 615\n",
+      "0.39601  et  0.0\n",
+      "7.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 615\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 615\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 615\n",
+      "1.176189301  et  0.49601\n",
+      "4.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 615\n",
+      "0.7840998  et  0.1\n",
+      "6.0\n",
+      "Game #: 615\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 615\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 615\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 615\n",
+      "0.39601  et  0.0\n",
+      "10.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 615\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 615\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 615\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 615\n",
+      "0.0  et  -4.9\n",
+      "2.0\n",
+      "Game #: 615\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 616\n",
+      "2450.45901703  et  0.0\n",
+      "-6.0\n",
+      "Game #: 616\n",
+      "75.7985375284  et  0.0\n",
+      "-5.0\n",
+      "Game #: 616\n",
+      "813.904102672  et  0.0\n",
+      "-4.0\n",
+      "Game #: 616\n",
+      "1195.14965952  et  0.0\n",
+      "-3.0\n",
+      "Game #: 616\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 616\n",
+      "0.39701  et  0.199\n",
+      "-1.0\n",
+      "Game #: 616\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 616\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 616\n",
+      "0.883139401  et  0.4920499\n",
+      "2.0\n",
+      "Game #: 616\n",
+      "0.39601  et  0.0\n",
+      "3.0\n",
+      "Game #: 616\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 616\n",
+      "0.879199002  et  0.4900798\n",
+      "5.0\n",
+      "Game #: 616\n",
+      "5.79127997239  et  0.882169301\n",
+      "6.0\n",
+      "Game #: 616\n",
+      "33.0152820987  et  12.6510535413\n",
+      "7.0\n",
+      "Game #: 616\n",
+      "0.7880599  et  0.099\n",
+      "8.0\n",
+      "Game #: 616\n",
+      "12.594191477  et  6.34728021928\n",
+      "9.0\n",
+      "Game #: 616\n",
+      "0.7880599  et  0.0\n",
+      "10.0\n",
+      "Game #: 616\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 616\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 616\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 616\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 616\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 616\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 616\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 616\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 616\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 616\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 616\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 616\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 617\n",
+      "152.56545505  et  0.0\n",
+      "1.0\n",
+      "Game #: 617\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 617\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 617\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 617\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 617\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 617\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 617\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 617\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 617\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 617\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 617\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 617\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 617\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 617\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 617\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 617\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 617\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 617\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 617\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 617\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 617\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 617\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 617\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 617\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 617\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 617\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 618\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 618\n",
+      "7.29744395988  et  7.22446952028\n",
+      "1.0\n",
+      "Game #: 618\n",
+      "1.75943740799  et  1.276189301\n",
+      "2.0\n",
+      "Game #: 618\n",
+      "5.60318938825  et  3.39347825684\n",
+      "3.0\n",
+      "Game #: 618\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 618\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 618\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 618\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 618\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 618\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 618\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 618\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 618\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 618\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 618\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 618\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 618\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 618\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 618\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 618\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 619\n",
+      "616.890164553  et  0.0\n",
+      "1.0\n",
+      "Game #: 619\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 619\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 619\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 619\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 619\n",
+      "0.39402  et  0.1\n",
+      "2.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 619\n",
+      "0.39601  et  0.0\n",
+      "6.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 619\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 619\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 619\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 619\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 619\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 619\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 619\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 619\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 620\n",
+      "2598.7141121  et  80.653576759\n",
+      "-2.0\n",
+      "Game #: 620\n",
+      "27.2490410165  et  0.3920499\n",
+      "-1.0\n",
+      "Game #: 620\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 620\n",
+      "21.5041538656  et  0.199\n",
+      "1.0\n",
+      "Game #: 620\n",
+      "14.6222726179  et  2.04460670899\n",
+      "2.0\n",
+      "Game #: 620\n",
+      "14.1996357962  et  0.876258802\n",
+      "3.0\n",
+      "Game #: 620\n",
+      "0.7840998  et  0.1\n",
+      "4.0\n",
+      "Game #: 620\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 620\n",
+      "2.344458402  et  0.59501\n",
+      "6.0\n",
+      "Game #: 620\n",
+      "0.7860699  et  0.299\n",
+      "7.0\n",
+      "Game #: 620\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 620\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 620\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 620\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 620\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 620\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 620\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 620\n",
+      "0.39402  et  0.1\n",
+      "6.0\n",
+      "Game #: 620\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 620\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 620\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 620\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 620\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 620\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 620\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 620\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 620\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 620\n",
+      "0.49402  et  0.1\n",
+      "-2.0\n",
+      "Game #: 620\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 620\n",
+      "0.199  et  0.1\n",
+      "0.0\n",
+      "Game #: 620\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 620\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 620\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 620\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 620\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 620\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 620\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 620\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 620\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 620\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 620\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 620\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 620\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 620\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 620\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 620\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 620\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 620\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 620\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 621\n",
+      "182.472308058  et  791.019066171\n",
+      "0.0\n",
+      "Game #: 621\n",
+      "40.6842117172  et  47.0485656998\n",
+      "-8.0\n",
+      "Game #: 621\n",
+      "21.7099550301  et  34.7830799579\n",
+      "0.0\n",
+      "Game #: 621\n",
+      "35.4055078758  et  59.7436552154\n",
+      "-8.0\n",
+      "Game #: 621\n",
+      "48.9112622386  et  98.6194263383\n",
+      "0.0\n",
+      "Game #: 621\n",
+      "295.289765884  et  739.410747544\n",
+      "-8.0\n",
+      "Game #: 621\n",
+      "3.80211361798  et  6.9015708838\n",
+      "0.0\n",
+      "Game #: 621\n",
+      "1.272268802  et  1.65356611398\n",
+      "-8.0\n",
+      "Game #: 621\n",
+      "0.199  et  0.8900499\n",
+      "0.0\n",
+      "Game #: 621\n",
+      "2.62793283391  et  9.07062081799\n",
+      "-8.0\n",
+      "Game #: 621\n",
+      "4.06876735089  et  8.13693558737\n",
+      "0.0\n",
+      "Game #: 621\n",
+      "6.94640283834  et  11.9153277305\n",
+      "-8.0\n",
+      "Game #: 621\n",
+      "0.29701  et  1.280149401\n",
+      "0.0\n",
+      "Game #: 621\n",
+      "0.983139401  et  2.91606223491\n",
+      "-8.0\n",
+      "Game #: 621\n",
+      "0.1  et  1.0870599\n",
+      "0.0\n",
+      "Game #: 621\n",
+      "0.199  et  0.5890599\n",
+      "-8.0\n",
+      "Game #: 621\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 621\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 621\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 621\n",
+      "0.39501  et  0.299\n",
+      "3.0\n",
+      "Game #: 621\n",
+      "3.71580600999  et  1.84856680899\n",
+      "4.0\n",
+      "Game #: 621\n",
+      "7.73035011928  et  6.31038405988\n",
+      "5.0\n",
+      "Game #: 621\n",
+      "0.39502  et  0.298\n",
+      "6.0\n",
+      "Game #: 621\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 621\n",
+      "0.29701  et  0.199\n",
+      "8.0\n",
+      "Game #: 621\n",
+      "0.198  et  0.1\n",
+      "9.0\n",
+      "Game #: 621\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 621\n",
+      "6.63948537496  et  3.5700724818\n",
+      "10.0\n",
+      "Game #: 621\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 621\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 621\n",
+      "27.717946281  et  27.0048554344\n",
+      "-7.0\n",
+      "Game #: 621\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 621\n",
+      "0.984119501  et  0.5930399\n",
+      "-5.0\n",
+      "Game #: 621\n",
+      "1.668239201  et  0.0\n",
+      "-4.0\n",
+      "Game #: 621\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 621\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 621\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 621\n",
+      "10.3759009607  et  1.65849681198\n",
+      "2.0\n",
+      "Game #: 621\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 621\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 621\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 621\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 621\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 621\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 621\n",
+      "0.4930399  et  0.29701\n",
+      "9.0\n",
+      "Game #: 621\n",
+      "0.4910499  et  0.39601\n",
+      "10.0\n",
+      "Game #: 621\n",
+      "1.767239201  et  0.879179301\n",
+      "10.0\n",
+      "Game #: 621\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 621\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 621\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 621\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 621\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 621\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 621\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 621\n",
+      "0.39402  et  0.4900798\n",
+      "-8.0\n",
+      "Game #: 621\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 621\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 621\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 621\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 621\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 621\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 621\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 622\n",
+      "135.022362707  et  35.2435449\n",
+      "-5.0\n",
+      "Game #: 622\n",
+      "3.051309101  et  0.0\n",
+      "-4.0\n",
+      "Game #: 622\n",
+      "0.7910499  et  0.39601\n",
+      "-3.0\n",
+      "Game #: 622\n",
+      "0.69501  et  0.0\n",
+      "-2.0\n",
+      "Game #: 622\n",
+      "2.263249201  et  0.0\n",
+      "-1.0\n",
+      "Game #: 622\n",
+      "0.983139401  et  0.4920499\n",
+      "0.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 622\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 622\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 622\n",
+      "0.39402  et  0.4900798\n",
+      "-8.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 622\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 622\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 622\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 622\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 622\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 622\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 622\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 622\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 622\n",
+      "0.39601  et  0.199\n",
+      "-7.0\n",
+      "Game #: 622\n",
+      "0.199  et  0.1\n",
+      "-6.0\n",
+      "Game #: 622\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 622\n",
+      "0.29701  et  0.199\n",
+      "-4.0\n",
+      "Game #: 622\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 622\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 622\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 622\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 622\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 622\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 622\n",
+      "0.199  et  0.0\n",
+      "8.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 622\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 622\n",
+      "0.198  et  0.29602\n",
+      "-8.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 622\n",
+      "0.299  et  0.8880599\n",
+      "0.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 622\n",
+      "0.29601  et  0.199\n",
+      "2.0\n",
+      "Game #: 622\n",
+      "0.29601  et  0.199\n",
+      "3.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 622\n",
+      "0.7840998  et  0.1\n",
+      "6.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 622\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 623\n",
+      "18500.823021  et  0.0\n",
+      "1.0\n",
+      "Game #: 623\n",
+      "3111.07644768  et  0.19701\n",
+      "2.0\n",
+      "Game #: 623\n",
+      "228.333349931  et  0.0\n",
+      "3.0\n",
+      "Game #: 623\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 623\n",
+      "27.7905661108  et  0.5930399\n",
+      "5.0\n",
+      "Game #: 623\n",
+      "6.92861477596  et  0.4900798\n",
+      "6.0\n",
+      "Game #: 623\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 623\n",
+      "11.3350463297  et  9.97628294518\n",
+      "8.0\n",
+      "Game #: 623\n",
+      "11.1521597627  et  1.65849681198\n",
+      "9.0\n",
+      "Game #: 623\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 623\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 623\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 623\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 623\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 623\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 623\n",
+      "0.39402  et  0.4900798\n",
+      "-8.0\n",
+      "Game #: 623\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 623\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 623\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 623\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 623\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 623\n",
+      "0.49402  et  0.1\n",
+      "-6.0\n",
+      "Game #: 623\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 623\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 623\n",
+      "0.59202  et  3.80408371798\n",
+      "0.0\n",
+      "Game #: 623\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 623\n",
+      "0.19701  et  3.81580600999\n",
+      "0.0\n",
+      "Game #: 623\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 623\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 623\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 623\n",
+      "1.95445740799  et  0.5920499\n",
+      "4.0\n",
+      "Game #: 623\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 623\n",
+      "0.59302  et  0.1\n",
+      "6.0\n",
+      "Game #: 623\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 623\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 623\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 623\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 623\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 623\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 623\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 623\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 623\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 623\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 623\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 623\n",
+      "-9.70399  et  0.299\n",
+      "-8.0\n",
+      "Game #: 623\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 623\n",
+      "0.099  et  1.1840699\n",
+      "-8.0\n",
+      "Game #: 623\n",
+      "0.0  et  -4.8\n",
+      "-8.0\n",
+      "Game #: 623\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 623\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 623\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 623\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 623\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 623\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 623\n",
+      "0.199  et  0.1\n",
+      "-1.0\n",
+      "Game #: 623\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 623\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 623\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 623\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 623\n",
+      "0.1  et  0.198\n",
+      "-8.0\n",
+      "Game #: 623\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 623\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 624\n",
+      "2659.74614268  et  40.1910549\n",
+      "-8.0\n",
+      "Game #: 624\n",
+      "50.5575057749  et  3.18858804989\n",
+      "-7.0\n",
+      "Game #: 624\n",
+      "37.2514061947  et  0.0\n",
+      "-6.0\n",
+      "Game #: 624\n",
+      "42.8932661926  et  0.199\n",
+      "-5.0\n",
+      "Game #: 624\n",
+      "0.49501  et  0.299\n",
+      "-4.0\n",
+      "Game #: 624\n",
+      "9.38428971776  et  0.59501\n",
+      "-3.0\n",
+      "Game #: 624\n",
+      "0.49601  et  0.0\n",
+      "-2.0\n",
+      "Game #: 624\n",
+      "0.49601  et  0.0\n",
+      "-1.0\n",
+      "Game #: 624\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 624\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "1.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 624\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 624\n",
+      "0.49502  et  0.8880698\n",
+      "0.0\n",
+      "Game #: 624\n",
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+      "1.0\n",
+      "Game #: 624\n",
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+      "2.0\n",
+      "Game #: 624\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 624\n",
+      "0.39402  et  0.5900798\n",
+      "0.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 624\n",
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+      "2.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 624\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 624\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 624\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 624\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 624\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 624\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 624\n",
+      "1.370229201  et  1.2840699\n",
+      "4.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 624\n",
+      "0.59202  et  0.299\n",
+      "8.0\n",
+      "Game #: 624\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 624\n",
+      "0.7840998  et  0.1\n",
+      "3.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 624\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 624\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 625\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 625\n",
+      "221.045877333  et  7.79983702827\n",
+      "2.0\n",
+      "Game #: 625\n",
+      "0.7880599  et  0.0\n",
+      "3.0\n",
+      "Game #: 625\n",
+      "101.69854327  et  0.0\n",
+      "4.0\n",
+      "Game #: 625\n",
+      "4.68903521099  et  0.0\n",
+      "5.0\n",
+      "Game #: 625\n",
+      "13.6336319509  et  2.14265591398\n",
+      "6.0\n",
+      "Game #: 625\n",
+      "350.092879479  et  0.49601\n",
+      "7.0\n",
+      "Game #: 625\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 625\n",
+      "1579.62717007  et  0.3920499\n",
+      "9.0\n",
+      "Game #: 625\n",
+      "12.7546742792  et  0.0\n",
+      "10.0\n",
+      "Game #: 625\n",
+      "73.853413397  et  53.5201958621\n",
+      "10.0\n",
+      "Game #: 625\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 625\n",
+      "0.39601  et  0.4920499\n",
+      "0.0\n",
+      "Game #: 625\n",
+      "1.178159401  et  1.56338780699\n",
+      "-8.0\n",
+      "Game #: 625\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 625\n",
+      "0.29601  et  0.4920499\n",
+      "-8.0\n",
+      "Game #: 625\n",
+      "0.1  et  0.8880599\n",
+      "0.0\n",
+      "Game #: 625\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 625\n",
+      "0.39601  et  14.9518595396\n",
+      "0.0\n",
+      "Game #: 625\n",
+      "0.39501  et  12.3900290632\n",
+      "-8.0\n",
+      "Game #: 625\n",
+      "2.9141510409  et  4.06418883149\n",
+      "0.0\n",
+      "Game #: 625\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 625\n",
+      "0.49601  et  0.5910499\n",
+      "0.0\n",
+      "Game #: 625\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 625\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 625\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 625\n",
+      "0.7880599  et  0.0\n",
+      "4.0\n",
+      "Game #: 625\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 625\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 625\n",
+      "28.2942210709  et  28.3790111827\n",
+      "-8.0\n",
+      "Game #: 625\n",
+      "0.099  et  1.2840699\n",
+      "0.0\n",
+      "Game #: 625\n",
+      "4.16677735089  et  8.23296548737\n",
+      "-8.0\n",
+      "Game #: 625\n",
+      "7.66394086887  et  12.7723466712\n",
+      "0.0\n",
+      "Game #: 625\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 625\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 625\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 625\n",
+      "0.39601  et  0.8840998\n",
+      "0.0\n",
+      "Game #: 625\n",
+      "0.198  et  0.29602\n",
+      "-8.0\n",
+      "Game #: 625\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 625\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 625\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 625\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 625\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 625\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 625\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 625\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 625\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 625\n",
+      "0.978199002  et  0.5900798\n",
+      "7.0\n",
+      "Game #: 625\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 625\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 625\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 625\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 625\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 625\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 625\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 625\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 625\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 625\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 625\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 625\n",
+      "0.39402  et  0.1\n",
+      "8.0\n",
+      "Game #: 625\n",
+      "3.12867660899  et  0.199\n",
+      "9.0\n",
+      "Game #: 625\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 626\n",
+      "75.3375649  et  0.0\n",
+      "1.0\n",
+      "Game #: 626\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 626\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 626\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 626\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 626\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 626\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 626\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 626\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 626\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 626\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 626\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 626\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 626\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 626\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 626\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 626\n",
+      "0.39402  et  0.1\n",
+      "3.0\n",
+      "Game #: 626\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 626\n",
+      "-10.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 626\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 626\n",
+      "0.1  et  -4.9\n",
+      "-7.0\n",
+      "Game #: 626\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 626\n",
+      "0.8880599  et  0.0\n",
+      "-5.0\n",
+      "Game #: 626\n",
+      "0.299  et  0.0\n",
+      "-4.0\n",
+      "Game #: 626\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 626\n",
+      "0.299  et  0.0\n",
+      "-2.0\n",
+      "Game #: 626\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 626\n",
+      "0.299  et  0.0\n",
+      "0.0\n",
+      "Game #: 626\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 626\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 626\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 626\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 626\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 626\n",
+      "0.39601  et  0.0\n",
+      "6.0\n",
+      "Game #: 626\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 626\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 626\n",
+      "0.198  et  0.1\n",
+      "9.0\n",
+      "Game #: 626\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 626\n",
+      "0.39601  et  0.8840998\n",
+      "0.0\n",
+      "Game #: 626\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 626\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 626\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 626\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 626\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 626\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 626\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 626\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 626\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 626\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 626\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 626\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 626\n",
+      "1.956368602  et  0.1\n",
+      "1.0\n",
+      "Game #: 626\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 626\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 626\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 626\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 626\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 626\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 626\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 626\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 626\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 626\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 627\n",
+      "970.681183568  et  791.019066171\n",
+      "-8.0\n",
+      "Game #: 627\n",
+      "22.384854349  et  0.29601\n",
+      "-7.0\n",
+      "Game #: 627\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 627\n",
+      "1952.64501042  et  69.3717928408\n",
+      "-5.0\n",
+      "Game #: 627\n",
+      "1.2840699  et  0.0\n",
+      "-4.0\n",
+      "Game #: 627\n",
+      "101.892297107  et  0.1\n",
+      "-3.0\n",
+      "Game #: 627\n",
+      "4.76566824889  et  0.6900599\n",
+      "-2.0\n",
+      "Game #: 627\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 627\n",
+      "1.859358602  et  0.1\n",
+      "0.0\n",
+      "Game #: 627\n",
+      "24.7770595235  et  1.0870599\n",
+      "1.0\n",
+      "Game #: 627\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 627\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 627\n",
+      "0.9850699  et  1.274219201\n",
+      "-8.0\n",
+      "Game #: 627\n",
+      "0.39402  et  0.6890798\n",
+      "0.0\n",
+      "Game #: 627\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 627\n",
+      "0.0  et  0.69501\n",
+      "0.0\n",
+      "Game #: 627\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 627\n",
+      "1.176189301  et  0.199\n",
+      "2.0\n",
+      "Game #: 627\n",
+      "0.5890599  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 627\n",
+      "0.0  et  1.2840699\n",
+      "0.0\n",
+      "Game #: 627\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 627\n",
+      "2.43092283391  et  4.36406101356\n",
+      "0.0\n",
+      "Game #: 627\n",
+      "37.158350255  et  60.4096615415\n",
+      "-8.0\n",
+      "Game #: 627\n",
+      "1.964249201  et  2.92179600999\n",
+      "0.0\n",
+      "Game #: 627\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 627\n",
+      "1.867239201  et  0.0\n",
+      "2.0\n",
+      "Game #: 627\n",
+      "1.2840699  et  0.0\n",
+      "3.0\n",
+      "Game #: 627\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 627\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 627\n",
+      "0.5910499  et  0.199\n",
+      "6.0\n",
+      "Game #: 627\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 627\n",
+      "0.199  et  0.0\n",
+      "8.0\n",
+      "Game #: 627\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 627\n",
+      "0.978199002  et  0.7880798\n",
+      "10.0\n",
+      "Game #: 627\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 627\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 627\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 627\n",
+      "0.59501  et  0.0\n",
+      "10.0\n",
+      "Game #: 627\n",
+      "2.92179600999  et  2.951309101\n",
+      "-8.0\n",
+      "Game #: 627\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 627\n",
+      "0.199  et  0.5910499\n",
+      "-8.0\n",
+      "Game #: 627\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 627\n",
+      "0.099  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 627\n",
+      "0.199  et  0.39701\n",
+      "0.0\n",
+      "Game #: 627\n",
+      "0.4930399  et  0.785119501\n",
+      "-8.0\n",
+      "Game #: 627\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 627\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 627\n",
+      "0.7840998  et  0.1\n",
+      "2.0\n",
+      "Game #: 627\n",
+      "1.560358602  et  0.199\n",
+      "3.0\n",
+      "Game #: 627\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 627\n",
+      "0.19701  et  0.8880599\n",
+      "0.0\n",
+      "Game #: 627\n",
+      "0.39402  et  0.5890798\n",
+      "-8.0\n",
+      "Game #: 627\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 627\n",
+      "2.054378602  et  0.49601\n",
+      "-7.0\n",
+      "Game #: 627\n",
+      "0.8840998  et  0.199\n",
+      "-6.0\n",
+      "Game #: 627\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 627\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 627\n",
+      "0.6890599  et  0.39601\n",
+      "-3.0\n",
+      "Game #: 627\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 627\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 627\n",
+      "0.49402  et  0.1\n",
+      "0.0\n",
+      "Game #: 627\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 627\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 627\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 627\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 627\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 627\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 627\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 627\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 628\n",
+      "113.241639351  et  5.1\n",
+      "-1.0\n",
+      "Game #: 628\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 628\n",
+      "0.39601  et  0.0\n",
+      "1.0\n",
+      "Game #: 628\n",
+      "0.0  et  0.0\n",
+      "2.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Game #: 628\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 628\n",
+      "0.7880599  et  0.0\n",
+      "4.0\n",
+      "Game #: 628\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 628\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 628\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 628\n",
+      "0.59202  et  0.9850998\n",
+      "0.0\n",
+      "Game #: 628\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 628\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 628\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 628\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 628\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 628\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 628\n",
+      "0.7840998  et  0.1\n",
+      "7.0\n",
+      "Game #: 628\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 628\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 628\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 628\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 628\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 628\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 628\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 628\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 628\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 628\n",
+      "0.299  et  0.0\n",
+      "0.0\n",
+      "Game #: 628\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 628\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 628\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 628\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 628\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 628\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 628\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 628\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 628\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 628\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 628\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 628\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 628\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 628\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 628\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 628\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 628\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 628\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 628\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 628\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 629\n",
+      "1878.68934145  et  941.336908559\n",
+      "1.0\n",
+      "Game #: 629\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 629\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 629\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 629\n",
+      "1.081149401  et  3.60516173591\n",
+      "0.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 629\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 629\n",
+      "1.176189301  et  0.199\n",
+      "6.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 629\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 629\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 629\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 629\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 629\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 629\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 629\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 629\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 629\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 629\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 629\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 629\n",
+      "0.39402  et  0.1\n",
+      "5.0\n",
+      "Game #: 629\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 629\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 629\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 629\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 629\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 629\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 629\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 629\n",
+      "0.981149401  et  1.26834790699\n",
+      "-8.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 629\n",
+      "0.4930399  et  0.29701\n",
+      "5.0\n",
+      "Game #: 629\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 629\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 630\n",
+      "2470.56057429  et  0.0\n",
+      "-2.0\n",
+      "Game #: 630\n",
+      "305.048829485  et  0.0\n",
+      "-1.0\n",
+      "Game #: 630\n",
+      "0.69501  et  0.0\n",
+      "0.0\n",
+      "Game #: 630\n",
+      "76.2865602755  et  0.299\n",
+      "1.0\n",
+      "Game #: 630\n",
+      "146.544494314  et  98.6194263383\n",
+      "2.0\n",
+      "Game #: 630\n",
+      "1027.30640595  et  739.410747544\n",
+      "3.0\n",
+      "Game #: 630\n",
+      "25.3818018155  et  0.0\n",
+      "4.0\n",
+      "Game #: 630\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 630\n",
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+      "6.0\n",
+      "Game #: 630\n",
+      "0.7840998  et  0.1\n",
+      "7.0\n",
+      "Game #: 630\n",
+      "0.199  et  0.0\n",
+      "8.0\n",
+      "Game #: 630\n",
+      "0.59202  et  0.299\n",
+      "9.0\n",
+      "Game #: 630\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 630\n",
+      "9.28428971776  et  0.299\n",
+      "10.0\n",
+      "Game #: 630\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 630\n",
+      "random action =  0\n",
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+      "Game #: 630\n",
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+      "-7.0\n",
+      "Game #: 630\n",
+      "0.8840998  et  0.1\n",
+      "-6.0\n",
+      "Game #: 630\n",
+      "0.298  et  0.1\n",
+      "-5.0\n",
+      "Game #: 630\n",
+      "0.199  et  0.1\n",
+      "-4.0\n",
+      "Game #: 630\n",
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+      "-3.0\n",
+      "Game #: 630\n",
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+      "-2.0\n",
+      "Game #: 630\n",
+      "0.29701  et  0.199\n",
+      "-1.0\n",
+      "Game #: 630\n",
+      "0.29701  et  0.199\n",
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+      "Game #: 630\n",
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+      "Game #: 630\n",
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+      "1.0\n",
+      "Game #: 630\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 630\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 630\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 630\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 630\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 630\n",
+      "0.0  et  0.1\n",
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+      "Game #: 630\n",
+      "0.1  et  0.099\n",
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+      "Game #: 630\n",
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+      "2.0\n",
+      "Game #: 630\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 630\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 630\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 630\n",
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+      "-8.0\n",
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+      "Game #: 630\n",
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+      "2.0\n",
+      "Game #: 630\n",
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+      "3.0\n",
+      "Game #: 630\n",
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+      "4.0\n",
+      "Game #: 630\n",
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+      "-8.0\n",
+      "Game #: 630\n",
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+      "Game #: 630\n",
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+      "1.0\n",
+      "Game #: 630\n",
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+      "2.0\n",
+      "Game #: 630\n",
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+      "Game #: 630\n",
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+      "4.0\n",
+      "Game #: 630\n",
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+      "5.0\n",
+      "Game #: 630\n",
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+      "-8.0\n",
+      "Game #: 630\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 630\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 630\n",
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+      "0.0\n",
+      "Game #: 630\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 630\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 630\n",
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+      "3.0\n",
+      "Game #: 630\n",
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+      "4.0\n",
+      "Game #: 630\n",
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+      "5.0\n",
+      "Game #: 630\n",
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+      "-3.0\n",
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+      "Game #: 631\n",
+      "6.70639405988  et  0.0\n",
+      "-1.0\n",
+      "Game #: 631\n",
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+      "0.9850699  et  0.299\n",
+      "1.0\n",
+      "Game #: 631\n",
+      "random action =  0\n",
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+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 631\n",
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+      "4.0\n",
+      "Game #: 631\n",
+      "1.076209002  et  0.6890798\n",
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+      "6.0\n",
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+      "4.07276586782  et  0.5900798\n",
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+      "3.0\n",
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+      "0.39402  et  0.1\n",
+      "4.0\n",
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+      "5.0\n",
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+      "6.0\n",
+      "Game #: 631\n",
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+      "7.0\n",
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+      "8.0\n",
+      "Game #: 631\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 631\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 631\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 631\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 631\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 631\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 631\n",
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+      "Game #: 631\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 631\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 631\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 632\n",
+      "1242.93077761  et  0.0\n",
+      "1.0\n",
+      "Game #: 632\n",
+      "2.356299101  et  0.0\n",
+      "2.0\n",
+      "Game #: 632\n",
+      "0.5910499  et  0.199\n",
+      "3.0\n",
+      "Game #: 632\n",
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+      "4.0\n",
+      "Game #: 632\n",
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+      "5.0\n",
+      "Game #: 632\n",
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+      "6.0\n",
+      "Game #: 632\n",
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+      "7.0\n",
+      "Game #: 632\n",
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+      "8.0\n",
+      "Game #: 632\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 632\n",
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+      "10.0\n",
+      "Game #: 632\n",
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+      "10.0\n",
+      "Game #: 632\n",
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+      "10.0\n",
+      "Game #: 632\n",
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+      "Game #: 632\n",
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+      "Game #: 632\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 632\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 632\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 632\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 632\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 633\n",
+      "10.149  et  45.3925449\n",
+      "0.0\n",
+      "Game #: 633\n",
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+      "Game #: 633\n",
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+      "2.0\n",
+      "Game #: 633\n",
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+      "3.0\n",
+      "Game #: 633\n",
+      "0.29701  et  0.199\n",
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+      "Game #: 633\n",
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+      "5.0\n",
+      "Game #: 633\n",
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+      "Game #: 633\n",
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+      "7.0\n",
+      "Game #: 633\n",
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+      "8.0\n",
+      "Game #: 633\n",
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+      "Game #: 633\n",
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+      "Game #: 633\n",
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+      "Game #: 633\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 633\n",
+      "random action =  1\n",
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+      "Game #: 633\n",
+      "0.0  et  0.1\n",
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+      "Game #: 633\n",
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+      "Game #: 633\n",
+      "0.39601  et  0.0\n",
+      "3.0\n",
+      "Game #: 633\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 633\n",
+      "-4.9  et  0.0\n",
+      "-8.0\n",
+      "Game #: 633\n",
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+      "Game #: 633\n",
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+      "Game #: 633\n",
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+      "3.0\n",
+      "Game #: 633\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 633\n",
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+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 633\n",
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+      "-4.802  et  0.199\n",
+      "-8.0\n",
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+      "Game #: 633\n",
+      "-4.50599  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 633\n",
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+      "Game #: 633\n",
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+      "Game #: 633\n",
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+      "Game #: 633\n",
+      "1.560358602  et  0.1\n",
+      "3.0\n",
+      "Game #: 633\n",
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+      "4.0\n",
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+      "0.39402  et  0.1\n",
+      "5.0\n",
+      "Game #: 633\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 633\n",
+      "random action =  1\n",
+      "-8.0\n",
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+      "-5.0  et  0.1\n",
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+      "Game #: 633\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 633\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Game #: 633\n",
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+      "0.099  et  0.1\n",
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+      "Game #: 633\n",
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+      "-3.0\n",
+      "Game #: 633\n",
+      "random action =  1\n",
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+      "6.0\n",
+      "Game #: 634\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 634\n",
+      "3.62468660899  et  3.8874397429\n",
+      "0.0\n",
+      "Game #: 634\n",
+      "2.752309101  et  3.02079600999\n",
+      "-8.0\n",
+      "Game #: 634\n",
+      "1.65749681198  et  2.81912084586\n",
+      "0.0\n",
+      "Game #: 634\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 634\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 634\n",
+      "1.078169301  et  0.6900599\n",
+      "3.0\n",
+      "Game #: 634\n",
+      "1.75744740799  et  0.6910499\n",
+      "4.0\n",
+      "Game #: 634\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 634\n",
+      "3.4973203419  et  0.979179301\n",
+      "6.0\n",
+      "Game #: 634\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 634\n",
+      "1.3830699  et  8.44611016987\n",
+      "0.0\n",
+      "Game #: 634\n",
+      "0.4930399  et  1.56238780699\n",
+      "-8.0\n",
+      "Game #: 634\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 634\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 634\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 634\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 634\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 634\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 634\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 634\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 634\n",
+      "1.176189301  et  0.49601\n",
+      "8.0\n",
+      "Game #: 634\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 634\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 634\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 634\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 634\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 634\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 634\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 634\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 634\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 634\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 634\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 634\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 634\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 634\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 634\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 634\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 634\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 634\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 634\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 634\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 634\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 635\n",
+      "2511.77479773  et  0.0\n",
+      "-6.0\n",
+      "Game #: 635\n",
+      "1.4830699  et  0.6880599\n",
+      "-5.0\n",
+      "Game #: 635\n",
+      "49.3348953656  et  0.0\n",
+      "-4.0\n",
+      "Game #: 635\n",
+      "1.964249201  et  0.0\n",
+      "-3.0\n",
+      "Game #: 635\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 635\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 635\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 635\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 635\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 635\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 635\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 635\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 635\n",
+      "0.59302  et  0.1\n",
+      "6.0\n",
+      "Game #: 635\n",
+      "0.199  et  0.0\n",
+      "7.0\n",
+      "Game #: 635\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 635\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 635\n",
+      "0.1  et  1.2801098\n",
+      "0.0\n",
+      "Game #: 635\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 635\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 635\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 635\n",
+      "0.5910499  et  0.884139401\n",
+      "0.0\n",
+      "Game #: 635\n",
+      "0.5890599  et  1.1840699\n",
+      "-8.0\n",
+      "Game #: 635\n",
+      "0.198  et  0.8880798\n",
+      "0.0\n",
+      "Game #: 635\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 635\n",
+      "0.199  et  1.859358602\n",
+      "0.0\n",
+      "Game #: 635\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 635\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 635\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 635\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 635\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 635\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 635\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 635\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 635\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 635\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 635\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 635\n",
+      "0.9870599  et  0.0\n",
+      "-5.0\n",
+      "Game #: 635\n",
+      "0.39601  et  0.0\n",
+      "-4.0\n",
+      "Game #: 635\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 635\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 635\n",
+      "0.199  et  0.0\n",
+      "-1.0\n",
+      "Game #: 635\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 635\n",
+      "0.39601  et  0.0\n",
+      "1.0\n",
+      "Game #: 635\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 635\n",
+      "0.299  et  0.0\n",
+      "3.0\n",
+      "Game #: 635\n",
+      "0.299  et  0.0\n",
+      "4.0\n",
+      "Game #: 635\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 635\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 635\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 635\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 635\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 635\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 635\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 635\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 635\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 635\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 635\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 635\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 635\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 635\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 635\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 635\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 636\n",
+      "39354.5198633  et  0.0\n",
+      "-16.0\n",
+      "Game #: 636\n",
+      "5.18504521099  et  2.52974610999\n",
+      "-15.0\n",
+      "Game #: 636\n",
+      "4.7794597429  et  2.44061670899\n",
+      "-14.0\n",
+      "Game #: 636\n",
+      "23.5501378688  et  7.07427185446\n",
+      "-13.0\n",
+      "Game #: 636\n",
+      "4.96866794989  et  1.668239201\n",
+      "-12.0\n",
+      "Game #: 636\n",
+      "3.051309101  et  0.6880599\n",
+      "-11.0\n",
+      "Game #: 636\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 636\n",
+      "0.198  et  0.39602\n",
+      "0.0\n",
+      "Game #: 636\n",
+      "0.39402  et  1.174258802\n",
+      "-8.0\n",
+      "Game #: 636\n",
+      "0.59202  et  0.9850998\n",
+      "0.0\n",
+      "Game #: 636\n",
+      "0.5930399  et  3.70020163591\n",
+      "-8.0\n",
+      "Game #: 636\n",
+      "4.88803521099  et  14.5690730281\n",
+      "0.0\n",
+      "Game #: 636\n",
+      "0.1  et  0.198\n",
+      "-8.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 636\n",
+      "0.39601  et  0.0\n",
+      "-3.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 636\n",
+      "0.39601  et  0.0\n",
+      "1.0\n",
+      "Game #: 636\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 636\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 636\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 636\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 636\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 636\n",
+      "0.299  et  0.0\n",
+      "7.0\n",
+      "Game #: 636\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 636\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 636\n",
+      "0.59202  et  0.299\n",
+      "10.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 636\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 636\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 636\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 636\n",
+      "0.39402  et  0.1\n",
+      "4.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 636\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 636\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 636\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 636\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 636\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 637\n",
+      "6247.18655206  et  791.95244986\n",
+      "-6.0\n",
+      "Game #: 637\n",
+      "1.769239201  et  0.9840699\n",
+      "-5.0\n",
+      "Game #: 637\n",
+      "56.2452041884  et  34.7830799579\n",
+      "-4.0\n",
+      "Game #: 637\n",
+      "94.6517265391  et  59.7436552154\n",
+      "-3.0\n",
+      "Game #: 637\n",
+      "291.723543684  et  98.6194263383\n",
+      "-2.0\n",
+      "Game #: 637\n",
+      "1.4791098  et  0.1\n",
+      "-1.0\n",
+      "Game #: 637\n",
+      "1.4830699  et  0.29601\n",
+      "0.0\n",
+      "Game #: 637\n",
+      "0.39402  et  0.1\n",
+      "1.0\n",
+      "Game #: 637\n",
+      "18.5061827474  et  12.4586642792\n",
+      "2.0\n",
+      "Game #: 637\n",
+      "1.568239201  et  0.0\n",
+      "3.0\n",
+      "Game #: 637\n",
+      "28.7015978255  et  0.1\n",
+      "4.0\n",
+      "Game #: 637\n",
+      "4.09217351798  et  0.1\n",
+      "5.0\n",
+      "Game #: 637\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 637\n",
+      "2.72591332992  et  1.56338780699\n",
+      "7.0\n",
+      "Game #: 637\n",
+      "5.05949221998  et  2.555299101\n",
+      "8.0\n",
+      "Game #: 637\n",
+      "1.75744740799  et  0.6910499\n",
+      "9.0\n",
+      "Game #: 637\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 637\n",
+      "0.39601  et  0.4920499\n",
+      "0.0\n",
+      "Game #: 637\n",
+      "0.9870599  et  4.46477735089\n",
+      "-8.0\n",
+      "Game #: 637\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 637\n",
+      "0.299  et  0.7880599\n",
+      "-8.0\n",
+      "Game #: 637\n",
+      "1.560358602  et  1.74475501598\n",
+      "0.0\n",
+      "Game #: 637\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 637\n",
+      "0.7840998  et  0.1\n",
+      "2.0\n",
+      "Game #: 637\n",
+      "0.9840699  et  0.69501\n",
+      "3.0\n",
+      "Game #: 637\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 637\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 637\n",
+      "1.560358602  et  1.84375501598\n",
+      "0.0\n",
+      "Game #: 637\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 637\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 637\n",
+      "3.12079600999  et  0.1\n",
+      "3.0\n",
+      "Game #: 637\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 637\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 637\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 637\n",
+      "1.560358602  et  0.1\n",
+      "2.0\n",
+      "Game #: 637\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 637\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 637\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 637\n",
+      "1.1840699  et  1.272229201\n",
+      "0.0\n",
+      "Game #: 637\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 637\n",
+      "0.784139401  et  0.5910499\n",
+      "2.0\n",
+      "Game #: 637\n",
+      "1.172229201  et  0.199\n",
+      "3.0\n",
+      "Game #: 637\n",
+      "1.560358602  et  0.1\n",
+      "4.0\n",
+      "Game #: 637\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 637\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 637\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 637\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 637\n",
+      "0.7880599  et  0.0\n",
+      "9.0\n",
+      "Game #: 637\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 637\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 637\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 637\n",
+      "3.10511361798  et  0.1\n",
+      "10.0\n",
+      "Game #: 637\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 637\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 637\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 637\n",
+      "0.5890599  et  0.782169301\n",
+      "-8.0\n",
+      "Game #: 637\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 637\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 637\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 637\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 637\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 637\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 638\n",
+      "2494.83007162  et  2631.1215714\n",
+      "0.0\n",
+      "Game #: 638\n",
+      "299.111222871  et  346.574078237\n",
+      "-8.0\n",
+      "Game #: 638\n",
+      "6.87418609978  et  7.00544423878\n",
+      "0.0\n",
+      "Game #: 638\n",
+      "0.49402  et  0.5890798\n",
+      "-8.0\n",
+      "Game #: 638\n",
+      "0.299  et  0.39601\n",
+      "0.0\n",
+      "Game #: 638\n",
+      "1.082139401  et  1.66336790699\n",
+      "-8.0\n",
+      "Game #: 638\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 638\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 638\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 638\n",
+      "0.39601  et  0.0\n",
+      "-7.0\n",
+      "Game #: 638\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 638\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 638\n",
+      "0.39601  et  0.099\n",
+      "-4.0\n",
+      "Game #: 638\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 638\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 638\n",
+      "0.199  et  0.0\n",
+      "-1.0\n",
+      "Game #: 638\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 638\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 638\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 638\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 638\n",
+      "0.299  et  0.0\n",
+      "4.0\n",
+      "Game #: 638\n",
+      "0.49601  et  0.0\n",
+      "5.0\n",
+      "Game #: 638\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 638\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 638\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 638\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 638\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 638\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 638\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 638\n",
+      "1.95445740799  et  0.5920499\n",
+      "10.0\n",
+      "Game #: 638\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 638\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 638\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 638\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 638\n",
+      "0.298  et  0.7860898\n",
+      "-8.0\n",
+      "Game #: 638\n",
+      "0.29701  et  1.280149401\n",
+      "0.0\n",
+      "Game #: 638\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 638\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 638\n",
+      "0.39501  et  0.299\n",
+      "3.0\n",
+      "Game #: 638\n",
+      "0.3920499  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 638\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 638\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 638\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 638\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 638\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 638\n",
+      "2.33669581398  et  0.39602\n",
+      "5.0\n",
+      "Game #: 638\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 638\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 638\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 638\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 638\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 638\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 638\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 638\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 638\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 638\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 638\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 638\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 638\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 638\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 638\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 638\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 639\n",
+      "5.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 639\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 639\n",
+      "0.69302  et  0.1\n",
+      "-2.0\n",
+      "Game #: 639\n",
+      "31.8300151528  et  1.2781198\n",
+      "-1.0\n",
+      "Game #: 639\n",
+      "7.31312635189  et  0.199\n",
+      "0.0\n",
+      "Game #: 639\n",
+      "1.95644740799  et  0.4920499\n",
+      "1.0\n",
+      "Game #: 639\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 639\n",
+      "0.39601  et  0.0\n",
+      "3.0\n",
+      "Game #: 639\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 639\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 639\n",
+      "0.199  et  0.7880599\n",
+      "-8.0\n",
+      "Game #: 639\n",
+      "0.0  et  1.4830699\n",
+      "0.0\n",
+      "Game #: 639\n",
+      "2.13781382892  et  3.48378359762\n",
+      "-8.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 639\n",
+      "0.1  et  0.49601\n",
+      "0.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 639\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 639\n",
+      "0.198  et  0.39602\n",
+      "0.0\n",
+      "Game #: 639\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 639\n",
+      "0.39601  et  0.5910499\n",
+      "-8.0\n",
+      "Game #: 639\n",
+      "0.199  et  0.39701\n",
+      "0.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 639\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 639\n",
+      "0.981149401  et  1.36834790699\n",
+      "0.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 639\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 639\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 639\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 639\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 639\n",
+      "0.59202  et  0.299\n",
+      "4.0\n",
+      "Game #: 639\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 639\n",
+      "0.39402  et  0.1\n",
+      "6.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 639\n",
+      "0.39402  et  0.199\n",
+      "9.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 639\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 639\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 639\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 639\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 639\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 640\n",
+      "80.334654351  et  40.1910549\n",
+      "-16.0\n",
+      "Game #: 640\n",
+      "1.2840699  et  0.099\n",
+      "-15.0\n",
+      "Game #: 640\n",
+      "0.199  et  0.0\n",
+      "-14.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-13.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-12.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 640\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 640\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 640\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 640\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 640\n",
+      "0.39601  et  0.0\n",
+      "-7.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 640\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 640\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 640\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 640\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 640\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 640\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 640\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 640\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 640\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 640\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 640\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 640\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 640\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 640\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 640\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 640\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 640\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 640\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 640\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 640\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 640\n",
+      "0.0  et  0.0\n",
+      "-13.0\n",
+      "Game #: 641\n",
+      "620.991697745  et  0.0\n",
+      "-13.0\n",
+      "Game #: 641\n",
+      "13.2467241792  et  0.0\n",
+      "-12.0\n",
+      "Game #: 641\n",
+      "random action =  0\n",
+      "-11.0\n",
+      "Game #: 641\n",
+      "1.181149401  et  0.5910499\n",
+      "-10.0\n",
+      "Game #: 641\n",
+      "580.629851931  et  98.6194263383\n",
+      "-9.0\n",
+      "Game #: 641\n",
+      "37.4709420327  et  0.199\n",
+      "-8.0\n",
+      "Game #: 641\n",
+      "696.784830164  et  0.49601\n",
+      "-7.0\n",
+      "Game #: 641\n",
+      "0.5910598  et  0.29602\n",
+      "-6.0\n",
+      "Game #: 641\n",
+      "3.7914098429  et  2.04360670899\n",
+      "-5.0\n",
+      "Game #: 641\n",
+      "24.9661652727  et  0.1\n",
+      "-4.0\n",
+      "Game #: 641\n",
+      "2.44061670899  et  0.199\n",
+      "-3.0\n",
+      "Game #: 641\n",
+      "1.276189301  et  0.39601\n",
+      "-2.0\n",
+      "Game #: 641\n",
+      "0.49501  et  0.299\n",
+      "-1.0\n",
+      "Game #: 641\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 641\n",
+      "0.198  et  0.1\n",
+      "1.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 641\n",
+      "1.367308702  et  1.2801098\n",
+      "3.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 641\n",
+      "0.5890599  et  0.199\n",
+      "5.0\n",
+      "Game #: 641\n",
+      "1.75352671198  et  0.5910598\n",
+      "6.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 641\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 641\n",
+      "0.39601  et  0.3920499\n",
+      "1.0\n",
+      "Game #: 641\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 641\n",
+      "1.564279101  et  1.94763630999\n",
+      "0.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 641\n",
+      "3.8893702419  et  0.5920499\n",
+      "4.0\n",
+      "Game #: 641\n",
+      "0.59202  et  0.299\n",
+      "5.0\n",
+      "Game #: 641\n",
+      "1.369239201  et  1.3830699\n",
+      "-8.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.8880599\n",
+      "0.0\n",
+      "Game #: 641\n",
+      "0.298  et  0.7860898\n",
+      "-8.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 641\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 641\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 641\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 641\n",
+      "0.4910499  et  0.49601\n",
+      "-8.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 641\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 641\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.7880599\n",
+      "0.0\n",
+      "Game #: 641\n",
+      "0.1  et  0.198\n",
+      "-8.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 641\n",
+      "0.39601  et  0.0\n",
+      "-7.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 641\n",
+      "16.74189301  et  3.9601\n",
+      "-4.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 641\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 641\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 641\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 641\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 641\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 641\n",
+      "1.2781198  et  0.299\n",
+      "-7.0\n",
+      "Game #: 641\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 641\n",
+      "0.299  et  0.0\n",
+      "-5.0\n",
+      "Game #: 641\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 641\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 641\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 641\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 641\n",
+      "0.199  et  0.0\n",
+      "-4.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 641\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 641\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 641\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 641\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 641\n",
+      "3.289  et  0.0\n",
+      "6.0\n",
+      "Game #: 641\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 641\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 641\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 641\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 641\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 641\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 641\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 641\n",
+      "0.0  et  0.0\n",
+      "-13.0\n",
+      "Game #: 642\n",
+      "random action =  0\n",
+      "-13.0\n",
+      "Game #: 642\n",
+      "87.3622917599  et  47.0485656998\n",
+      "-12.0\n",
+      "Game #: 642\n",
+      "112.027956335  et  34.7830799579\n",
+      "-11.0\n",
+      "Game #: 642\n",
+      "3885.86357074  et  69.3717928408\n",
+      "-10.0\n",
+      "Game #: 642\n",
+      "76.5780245655  et  6.61538433878\n",
+      "-9.0\n",
+      "Game #: 642\n",
+      "2.64158680899  et  0.6890599\n",
+      "-8.0\n",
+      "Game #: 642\n",
+      "0.298  et  0.1\n",
+      "-7.0\n",
+      "Game #: 642\n",
+      "0.6900598  et  0.39602\n",
+      "-6.0\n",
+      "Game #: 642\n",
+      "0.8840998  et  0.1\n",
+      "-5.0\n",
+      "Game #: 642\n",
+      "0.7910499  et  0.39601\n",
+      "-4.0\n",
+      "Game #: 642\n",
+      "0.69501  et  0.099\n",
+      "-3.0\n",
+      "Game #: 642\n",
+      "19.3114175088  et  14.5690730281\n",
+      "-2.0\n",
+      "Game #: 642\n",
+      "0.29602  et  0.198\n",
+      "-1.0\n",
+      "Game #: 642\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 642\n",
+      "0.39601  et  0.19701\n",
+      "1.0\n",
+      "Game #: 642\n",
+      "4.72693137039  et  3.87764794989\n",
+      "2.0\n",
+      "Game #: 642\n",
+      "2.33273610999  et  2.356299101\n",
+      "-8.0\n",
+      "Game #: 642\n",
+      "0.29602  et  0.977209002\n",
+      "0.0\n",
+      "Game #: 642\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 642\n",
+      "0.69501  et  0.0\n",
+      "2.0\n",
+      "Game #: 642\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 642\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 642\n",
+      "96.9639151811  et  60.4096615415\n",
+      "5.0\n",
+      "Game #: 642\n",
+      "29.9484862502  et  0.5910499\n",
+      "6.0\n",
+      "Game #: 642\n",
+      "2.14951720799  et  1.174199301\n",
+      "7.0\n",
+      "Game #: 642\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 642\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 642\n",
+      "0.39601  et  0.0\n",
+      "10.0\n",
+      "Game #: 642\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 642\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 642\n",
+      "2.51816054686  et  0.782169202\n",
+      "10.0\n",
+      "Game #: 642\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 642\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 642\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 642\n",
+      "1.560358602  et  1.64475501598\n",
+      "-8.0\n",
+      "Game #: 642\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 642\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 642\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 642\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 642\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 642\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 642\n",
+      "2.33273610999  et  0.199\n",
+      "6.0\n",
+      "Game #: 642\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 642\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 642\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 642\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 642\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 642\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 642\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 642\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 642\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 642\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 642\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 642\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 642\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 642\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 642\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 642\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 642\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 642\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 642\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 642\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 643\n",
+      "9967.88064672  et  1252.91159849\n",
+      "-8.0\n",
+      "Game #: 643\n",
+      "6191.14213089  et  0.19701\n",
+      "-7.0\n",
+      "Game #: 643\n",
+      "12828.4232739  et  0.1\n",
+      "-6.0\n",
+      "Game #: 643\n",
+      "76.5101469183  et  0.1\n",
+      "-5.0\n",
+      "Game #: 643\n",
+      "778.135766377  et  0.0\n",
+      "-4.0\n",
+      "Game #: 643\n",
+      "2.852309101  et  0.0\n",
+      "-3.0\n",
+      "Game #: 643\n",
+      "0.49601  et  0.1\n",
+      "-2.0\n",
+      "Game #: 643\n",
+      "1.660358602  et  0.199\n",
+      "-1.0\n",
+      "Game #: 643\n",
+      "18.5757365383  et  0.299\n",
+      "0.0\n",
+      "Game #: 643\n",
+      "621.233600873  et  1.36342740799\n",
+      "1.0\n",
+      "Game #: 643\n",
+      "385.688701712  et  0.1\n",
+      "2.0\n",
+      "Game #: 643\n",
+      "0.7840998  et  0.1\n",
+      "3.0\n",
+      "Game #: 643\n",
+      "0.39501  et  0.299\n",
+      "4.0\n",
+      "Game #: 643\n",
+      "9.28428971776  et  1.1840699\n",
+      "5.0\n",
+      "Game #: 643\n",
+      "20.4701723452  et  18.1156724608\n",
+      "6.0\n",
+      "Game #: 643\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 643\n",
+      "0.1  et  0.298\n",
+      "0.0\n",
+      "Game #: 643\n",
+      "0.39601  et  0.979179301\n",
+      "-8.0\n",
+      "Game #: 643\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 643\n",
+      "0.5930399  et  0.29701\n",
+      "-7.0\n",
+      "Game #: 643\n",
+      "0.29701  et  0.199\n",
+      "-6.0\n",
+      "Game #: 643\n",
+      "2.05248730799  et  0.29701\n",
+      "-5.0\n",
+      "Game #: 643\n",
+      "1.66238780699  et  0.4930399\n",
+      "-4.0\n",
+      "Game #: 643\n",
+      "0.5930399  et  0.29701\n",
+      "-3.0\n",
+      "Game #: 643\n",
+      "0.885119501  et  0.4930399\n",
+      "-2.0\n",
+      "Game #: 643\n",
+      "0.49601  et  0.19701\n",
+      "-1.0\n",
+      "Game #: 643\n",
+      "0.199  et  0.1\n",
+      "0.0\n",
+      "Game #: 643\n",
+      "1.65943740799  et  0.880179301\n",
+      "1.0\n",
+      "Game #: 643\n",
+      "1.3761198  et  0.69501\n",
+      "2.0\n",
+      "Game #: 643\n",
+      "0.39402  et  0.1\n",
+      "3.0\n",
+      "Game #: 643\n",
+      "1.370229201  et  1.2840699\n",
+      "4.0\n",
+      "Game #: 643\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 643\n",
+      "1.560358602  et  0.1\n",
+      "6.0\n",
+      "Game #: 643\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 643\n",
+      "3.18866606782  et  1.64475501598\n",
+      "8.0\n",
+      "Game #: 643\n",
+      "3.51680600999  et  0.0\n",
+      "9.0\n",
+      "Game #: 643\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 643\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 643\n",
+      "0.39601  et  0.099\n",
+      "10.0\n",
+      "Game #: 643\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 643\n",
+      "0.29701  et  0.199\n",
+      "10.0\n",
+      "Game #: 643\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 643\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 643\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 643\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 643\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 643\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 643\n",
+      "0.0  et  -4.8\n",
+      "2.0\n",
+      "Game #: 643\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 643\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 643\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 643\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 643\n",
+      "0.099  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 643\n",
+      "0.4910499  et  1.0870599\n",
+      "0.0\n",
+      "Game #: 643\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 643\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 643\n",
+      "0.39601  et  0.0\n",
+      "3.0\n",
+      "Game #: 643\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 643\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 643\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 643\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 643\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 644\n",
+      "154.233694251  et  0.0\n",
+      "-6.0\n",
+      "Game #: 644\n",
+      "0.8880599  et  0.0\n",
+      "-5.0\n",
+      "Game #: 644\n",
+      "0.49601  et  0.0\n",
+      "-4.0\n",
+      "Game #: 644\n",
+      "6.50938405988  et  0.0\n",
+      "-3.0\n",
+      "Game #: 644\n",
+      "0.49601  et  0.0\n",
+      "-2.0\n",
+      "Game #: 644\n",
+      "153.829677731  et  19.2625371567\n",
+      "-1.0\n",
+      "Game #: 644\n",
+      "274.447150233  et  68.6850556124\n",
+      "0.0\n",
+      "Game #: 644\n",
+      "1.767239201  et  0.0\n",
+      "1.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 644\n",
+      "0.39402  et  0.1\n",
+      "5.0\n",
+      "Game #: 644\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 644\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 644\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 644\n",
+      "0.39501  et  0.299\n",
+      "3.0\n",
+      "Game #: 644\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 644\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 644\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 644\n",
+      "0.198  et  0.29602\n",
+      "-8.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 644\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 644\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 644\n",
+      "0.29601  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 644\n",
+      "0.59202  et  0.8850998\n",
+      "-8.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 644\n",
+      "0.0  et  1.3830699\n",
+      "-8.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 644\n",
+      "4.29103521099  et  11.4050775702\n",
+      "-8.0\n",
+      "Game #: 644\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 644\n",
+      "0.29601  et  0.69501\n",
+      "0.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.9870599\n",
+      "-8.0\n",
+      "Game #: 644\n",
+      "0.099  et  0.49601\n",
+      "0.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 644\n",
+      "0.39402  et  0.1\n",
+      "4.0\n",
+      "Game #: 644\n",
+      "0.199  et  0.0\n",
+      "5.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 644\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 644\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 645\n",
+      "1244.15611646  et  0.0\n",
+      "-7.0\n",
+      "Game #: 645\n",
+      "49.8296063119  et  0.780179301\n",
+      "-6.0\n",
+      "Game #: 645\n",
+      "184.082355351  et  51.6556026937\n",
+      "-5.0\n",
+      "Game #: 645\n",
+      "385.788701712  et  0.1\n",
+      "-4.0\n",
+      "Game #: 645\n",
+      "152.490268885  et  6.61538433878\n",
+      "-3.0\n",
+      "Game #: 645\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 645\n",
+      "0.49601  et  0.5910499\n",
+      "0.0\n",
+      "Game #: 645\n",
+      "1.280149401  et  3.31207223491\n",
+      "-8.0\n",
+      "Game #: 645\n",
+      "1.94960601398  et  3.00536875584\n",
+      "0.0\n",
+      "Game #: 645\n",
+      "0.199  et  0.29601\n",
+      "-8.0\n",
+      "Game #: 645\n",
+      "random action =  1\n",
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+      "Game #: 645\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 645\n",
+      "0.9850699  et  0.299\n",
+      "2.0\n",
+      "Game #: 645\n",
+      "0.9870599  et  0.0\n",
+      "3.0\n",
+      "Game #: 645\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 645\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 645\n",
+      "0.39601  et  0.4920499\n",
+      "0.0\n",
+      "Game #: 645\n",
+      "0.199  et  0.5910499\n",
+      "-8.0\n",
+      "Game #: 645\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 645\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 645\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 645\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 645\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 645\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 645\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 645\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 645\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 645\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 645\n",
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+      "-4.0\n",
+      "Game #: 645\n",
+      "0.59501  et  0.099\n",
+      "-3.0\n",
+      "Game #: 645\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 645\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 645\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 645\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 645\n",
+      "0.299  et  0.0\n",
+      "2.0\n",
+      "Game #: 645\n",
+      "0.299  et  0.0\n",
+      "3.0\n",
+      "Game #: 645\n",
+      "1.2840699  et  0.0\n",
+      "4.0\n",
+      "Game #: 645\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 645\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 645\n",
+      "0.199  et  0.0\n",
+      "-7.0\n",
+      "Game #: 645\n",
+      "0.199  et  0.0\n",
+      "-6.0\n",
+      "Game #: 645\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 645\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 645\n",
+      "0.39601  et  0.0\n",
+      "-3.0\n",
+      "Game #: 645\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 645\n",
+      "1.1840699  et  0.0\n",
+      "-1.0\n",
+      "Game #: 645\n",
+      "0.199  et  0.0\n",
+      "0.0\n",
+      "Game #: 645\n",
+      "1.1840699  et  0.0\n",
+      "1.0\n",
+      "Game #: 645\n",
+      "0.299  et  0.099\n",
+      "2.0\n",
+      "Game #: 645\n",
+      "0.299  et  0.0\n",
+      "3.0\n",
+      "Game #: 645\n",
+      "0.299  et  0.0\n",
+      "4.0\n",
+      "Game #: 645\n",
+      "0.299  et  0.0\n",
+      "5.0\n",
+      "Game #: 645\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 645\n",
+      "0.299  et  0.0\n",
+      "7.0\n",
+      "Game #: 645\n",
+      "0.299  et  0.0\n",
+      "8.0\n",
+      "Game #: 645\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 645\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 645\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 645\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 645\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 645\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 645\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 645\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 645\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 646\n",
+      "5104.64042731  et  2631.1215714\n",
+      "1.0\n",
+      "Game #: 646\n",
+      "642.219560326  et  346.574078237\n",
+      "2.0\n",
+      "Game #: 646\n",
+      "99.3579265607  et  0.0\n",
+      "3.0\n",
+      "Game #: 646\n",
+      "4537.0242547  et  0.199\n",
+      "4.0\n",
+      "Game #: 646\n",
+      "303.455635082  et  6.61538433878\n",
+      "5.0\n",
+      "Game #: 646\n",
+      "202.765671242  et  0.1\n",
+      "6.0\n",
+      "Game #: 646\n",
+      "21.0517378739  et  2.90834885584\n",
+      "7.0\n",
+      "Game #: 646\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 646\n",
+      "0.198  et  0.1\n",
+      "9.0\n",
+      "Game #: 646\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 646\n",
+      "0.39601  et  0.0\n",
+      "10.0\n",
+      "Game #: 646\n",
+      "1.1781198  et  0.299\n",
+      "10.0\n",
+      "Game #: 646\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 646\n",
+      "18.4757365383  et  0.299\n",
+      "10.0\n",
+      "Game #: 646\n",
+      "2.33273610999  et  0.199\n",
+      "10.0\n",
+      "Game #: 646\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 646\n",
+      "0.978199002  et  3.40040865584\n",
+      "0.0\n",
+      "Game #: 646\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 646\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 646\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 646\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 646\n",
+      "0.198  et  0.29602\n",
+      "-8.0\n",
+      "Game #: 646\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 646\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 646\n",
+      "3.48368606782  et  0.976258802\n",
+      "2.0\n",
+      "Game #: 646\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 646\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 646\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 646\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 646\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 646\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 646\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 646\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 646\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 646\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 646\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 646\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 646\n",
+      "1.560358602  et  0.1\n",
+      "4.0\n",
+      "Game #: 646\n",
+      "0.7840998  et  0.1\n",
+      "5.0\n",
+      "Game #: 646\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 646\n",
+      "0.8850699  et  0.59501\n",
+      "7.0\n",
+      "Game #: 646\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 646\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 647\n",
+      "153.84952495  et  0.0\n",
+      "-16.0\n",
+      "Game #: 647\n",
+      "0.69501  et  0.0\n",
+      "-15.0\n",
+      "Game #: 647\n",
+      "0.6910499  et  0.199\n",
+      "-14.0\n",
+      "Game #: 647\n",
+      "0.299  et  0.0\n",
+      "-13.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-12.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 647\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 647\n",
+      "random action =  0\n",
+      "-5.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 647\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 647\n",
+      "0.39601  et  0.0\n",
+      "-7.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 647\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 647\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 647\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 647\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 647\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 647\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 647\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 647\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 647\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 647\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 647\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 647\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 647\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 647\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 647\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 647\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 647\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 647\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 647\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 647\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 647\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 647\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 647\n",
+      "0.199  et  0.0\n",
+      "-5.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 647\n",
+      "0.0  et  0.0\n",
+      "-12.0\n",
+      "Game #: 648\n",
+      "25.29651  et  5.1\n",
+      "-12.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 648\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 648\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 648\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 648\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 648\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 648\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 648\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 648\n",
+      "0.299  et  0.0\n",
+      "9.0\n",
+      "Game #: 648\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 648\n",
+      "0.69501  et  0.0\n",
+      "10.0\n",
+      "Game #: 648\n",
+      "5.45675774989  et  2.72874610999\n",
+      "10.0\n",
+      "Game #: 648\n",
+      "0.7880599  et  0.0\n",
+      "10.0\n",
+      "Game #: 648\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 648\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 648\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 648\n",
+      "0.198  et  0.39602\n",
+      "0.0\n",
+      "Game #: 648\n",
+      "0.199  et  1.176189301\n",
+      "-8.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 648\n",
+      "0.59202  et  0.299\n",
+      "2.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 648\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 648\n",
+      "0.199  et  0.099\n",
+      "5.0\n",
+      "Game #: 648\n",
+      "0.7840998  et  0.1\n",
+      "6.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 648\n",
+      "0.5890599  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 648\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 648\n",
+      "1.1781198  et  0.299\n",
+      "2.0\n",
+      "Game #: 648\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 648\n",
+      "1.2781198  et  1.664338602\n",
+      "0.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 648\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 648\n",
+      "0.59501  et  0.0\n",
+      "2.0\n",
+      "Game #: 648\n",
+      "0.39501  et  0.299\n",
+      "3.0\n",
+      "Game #: 648\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 648\n",
+      "0.1  et  0.49601\n",
+      "0.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.9870599\n",
+      "-8.0\n",
+      "Game #: 648\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 648\n",
+      "0.0  et  1.568239201\n",
+      "0.0\n",
+      "Game #: 648\n",
+      "0.1  et  0.39402\n",
+      "-8.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 648\n",
+      "34.3163670899  et  3.9601\n",
+      "-4.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 648\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 648\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 648\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 648\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 648\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 648\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 648\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 648\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 648\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 648\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 648\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 648\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 648\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 648\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 648\n",
+      "0.29701  et  0.981149401\n",
+      "-8.0\n",
+      "Game #: 648\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 648\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 648\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 648\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 648\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 648\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 648\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 648\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 648\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 648\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 648\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 649\n",
+      "11835.5860009  et  3030.92278809\n",
+      "1.0\n",
+      "Game #: 649\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 649\n",
+      "0.49402  et  0.6890798\n",
+      "0.0\n",
+      "Game #: 649\n",
+      "0.39601  et  0.6910499\n",
+      "-8.0\n",
+      "Game #: 649\n",
+      "0.49601  et  0.6910499\n",
+      "0.0\n",
+      "Game #: 649\n",
+      "0.299  et  0.39501\n",
+      "-8.0\n",
+      "Game #: 649\n",
+      "0.69501  et  0.7880599\n",
+      "0.0\n",
+      "Game #: 649\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 649\n",
+      "6.07210511099  et  6.21038405988\n",
+      "0.0\n",
+      "Game #: 649\n",
+      "1.3830699  et  1.369239201\n",
+      "1.0\n",
+      "Game #: 649\n",
+      "0.4930399  et  0.29701\n",
+      "2.0\n",
+      "Game #: 649\n",
+      "6.79190553253  et  4.29129123691\n",
+      "3.0\n",
+      "Game #: 649\n",
+      "0.977189301  et  0.7880599\n",
+      "4.0\n",
+      "Game #: 649\n",
+      "0.780179301  et  0.7880599\n",
+      "-8.0\n",
+      "Game #: 649\n",
+      "2.82575610999  et  5.45279764989\n",
+      "0.0\n",
+      "Game #: 649\n",
+      "0.0  et  6.80539405988\n",
+      "-8.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 649\n",
+      "0.5900598  et  0.39602\n",
+      "2.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Game #: 649\n",
+      "2.43181491598  et  1.660358602\n",
+      "3.0\n",
+      "Game #: 649\n",
+      "7.47325195446  et  3.8874397429\n",
+      "4.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 649\n",
+      "0.29601  et  0.199\n",
+      "6.0\n",
+      "Game #: 649\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 649\n",
+      "0.199  et  0.49402\n",
+      "0.0\n",
+      "Game #: 649\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 649\n",
+      "1.75744740799  et  2.53092283391\n",
+      "0.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 649\n",
+      "9.74471896817  et  8.44611016987\n",
+      "4.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 649\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 649\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 649\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 649\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 649\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 649\n",
+      "0.9830998  et  0.1\n",
+      "7.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 649\n",
+      "1.1781198  et  0.299\n",
+      "10.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 649\n",
+      "1.369239201  et  0.59501\n",
+      "10.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 649\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 650\n",
+      "83189.2160875  et  40.1910549\n",
+      "1.0\n",
+      "Game #: 650\n",
+      "28.8986078255  et  0.3920499\n",
+      "2.0\n",
+      "Game #: 650\n",
+      "2324.75855509  et  0.1\n",
+      "3.0\n",
+      "Game #: 650\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 650\n",
+      "1155.45340534  et  98.6194263383\n",
+      "5.0\n",
+      "Game #: 650\n",
+      "73.1759009475  et  12.3725948342\n",
+      "6.0\n",
+      "Game #: 650\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 650\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 650\n",
+      "9.64940383726  et  0.49601\n",
+      "9.0\n",
+      "Game #: 650\n",
+      "6.21038405988  et  0.0\n",
+      "10.0\n",
+      "Game #: 650\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 650\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 650\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 650\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 650\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 650\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 650\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 650\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 650\n",
+      "random action =  0\n",
+      "-16.0\n",
+      "Game #: 651\n",
+      "116652.373299  et  5.1\n",
+      "-16.0\n",
+      "Game #: 651\n",
+      "random action =  0\n",
+      "-15.0\n",
+      "Game #: 651\n",
+      "1952.15892046  et  0.1\n",
+      "-14.0\n",
+      "Game #: 651\n",
+      "63.4417301541  et  1.2781198\n",
+      "-13.0\n",
+      "Game #: 651\n",
+      "7.69345395988  et  0.299\n",
+      "-12.0\n",
+      "Game #: 651\n",
+      "0.7900599  et  0.39501\n",
+      "-11.0\n",
+      "Game #: 651\n",
+      "0.299  et  0.0\n",
+      "-10.0\n",
+      "Game #: 651\n",
+      "random action =  0\n",
+      "-9.0\n",
+      "Game #: 651\n",
+      "2.255368602  et  0.1\n",
+      "-8.0\n",
+      "Game #: 651\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 651\n",
+      "0.298  et  2.159328702\n",
+      "-8.0\n",
+      "Game #: 651\n",
+      "0.39601  et  0.5920499\n",
+      "0.0\n",
+      "Game #: 651\n",
+      "0.39402  et  1.371268802\n",
+      "-8.0\n",
+      "Game #: 651\n",
+      "2.14949730799  et  3.60319163591\n",
+      "0.0\n",
+      "Game #: 651\n",
+      "1.371229201  et  1.75352690899\n",
+      "-8.0\n",
+      "Game #: 651\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 651\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 651\n",
+      "1.568239201  et  0.0\n",
+      "3.0\n",
+      "Game #: 651\n",
+      "19.6659270313  et  15.3643710219\n",
+      "4.0\n",
+      "Game #: 651\n",
+      "5.80692394747  et  0.883139401\n",
+      "5.0\n",
+      "Game #: 651\n",
+      "1.468288802  et  0.9820998\n",
+      "6.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 651\n",
+      "0.199  et  0.0\n",
+      "8.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 651\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 651\n",
+      "0.198  et  0.29602\n",
+      "-8.0\n",
+      "Game #: 651\n",
+      "0.199  et  0.39701\n",
+      "0.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 651\n",
+      "0.0  et  1.2840699\n",
+      "0.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 651\n",
+      "0.39402  et  0.5900798\n",
+      "0.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 651\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 651\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 651\n",
+      "1.567239201  et  1.0870599\n",
+      "4.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 651\n",
+      "0.5890599  et  0.199\n",
+      "8.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 651\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 651\n",
+      "0.299  et  1.767239201\n",
+      "-8.0\n",
+      "Game #: 651\n",
+      "0.59501  et  0.6890599\n",
+      "0.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 651\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 651\n",
+      "0.39501  et  0.7900599\n",
+      "0.0\n",
+      "Game #: 651\n",
+      "0.1  et  0.9830998\n",
+      "-8.0\n",
+      "Game #: 651\n",
+      "0.1  et  1.0870599\n",
+      "0.0\n",
+      "Game #: 651\n",
+      "0.0  et  1.964249201\n",
+      "-8.0\n",
+      "Game #: 651\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 651\n",
+      "0.199  et  0.0\n",
+      "-7.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 651\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 651\n",
+      "1.0  et  1.99\n",
+      "0.0\n",
+      "Game #: 651\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 651\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 651\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 651\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 651\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 651\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 651\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 651\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 651\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 651\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 651\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 651\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 651\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 651\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 651\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 651\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 652\n",
+      "78061.2771537  et  156.238800499\n",
+      "-16.0\n",
+      "Game #: 652\n",
+      "6.17210511099  et  0.0\n",
+      "-15.0\n",
+      "Game #: 652\n",
+      "0.0  et  0.0\n",
+      "-14.0\n",
+      "Game #: 652\n",
+      "0.0  et  0.0\n",
+      "-13.0\n",
+      "Game #: 652\n",
+      "0.0  et  0.0\n",
+      "-12.0\n",
+      "Game #: 652\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 652\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 652\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 652\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 652\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 652\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 652\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 652\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 652\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 652\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 652\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 652\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 652\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 652\n",
+      "0.199  et  0.0\n",
+      "-1.0\n",
+      "Game #: 652\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 652\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 652\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 652\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 652\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 652\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 652\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 652\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 652\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 652\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 652\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 652\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 652\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 652\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 652\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 652\n",
+      "0.69501  et  0.0\n",
+      "10.0\n",
+      "Game #: 652\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 652\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 652\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 652\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 652\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 652\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 652\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 652\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 652\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 652\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 652\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 652\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 652\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 652\n",
+      "0.1  et  0.099\n",
+      "-8.0\n",
+      "Game #: 652\n",
+      "1.1840699  et  0.0\n",
+      "-7.0\n",
+      "Game #: 652\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 652\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 652\n",
+      "0.199  et  0.0\n",
+      "-4.0\n",
+      "Game #: 652\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 652\n",
+      "0.199  et  0.0\n",
+      "-2.0\n",
+      "Game #: 652\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 652\n",
+      "0.199  et  0.0\n",
+      "0.0\n",
+      "Game #: 652\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 652\n",
+      "0.299  et  0.0\n",
+      "2.0\n",
+      "Game #: 652\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 652\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 652\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 653\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 653\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 653\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 653\n",
+      "1.568239201  et  1.65255680899\n",
+      "0.0\n",
+      "Game #: 653\n",
+      "0.1  et  0.099\n",
+      "1.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 653\n",
+      "3.4973203419  et  0.4920499\n",
+      "3.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 653\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 653\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 653\n",
+      "0.7840998  et  0.1\n",
+      "3.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 653\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 653\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 653\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 653\n",
+      "4.66547221998  et  0.59501\n",
+      "3.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 653\n",
+      "-3.9169301  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 653\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 653\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 653\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 653\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 653\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 653\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 653\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 653\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 653\n",
+      "0.198  et  0.39602\n",
+      "0.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 653\n",
+      "0.39402  et  0.1\n",
+      "3.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 653\n",
+      "0.198  et  0.1\n",
+      "5.0\n",
+      "Game #: 653\n",
+      "0.39501  et  0.299\n",
+      "6.0\n",
+      "Game #: 653\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 653\n",
+      "0.198  et  0.1\n",
+      "8.0\n",
+      "Game #: 653\n",
+      "0.7840998  et  0.1\n",
+      "9.0\n",
+      "Game #: 653\n",
+      "-4.802  et  0.1\n",
+      "-8.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 653\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 654\n",
+      "5003.53184749  et  0.0\n",
+      "-2.0\n",
+      "Game #: 654\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 654\n",
+      "3.051309101  et  0.0\n",
+      "0.0\n",
+      "Game #: 654\n",
+      "0.9870599  et  0.0\n",
+      "1.0\n",
+      "Game #: 654\n",
+      "0.198  et  0.1\n",
+      "2.0\n",
+      "Game #: 654\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 654\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 654\n",
+      "0.39601  et  0.1\n",
+      "5.0\n",
+      "Game #: 654\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 654\n",
+      "49.3063484518  et  1.0870599\n",
+      "7.0\n",
+      "Game #: 654\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 654\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 654\n",
+      "22.2007588698  et  0.979179301\n",
+      "10.0\n",
+      "Game #: 654\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 654\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 654\n",
+      "0.39501  et  0.299\n",
+      "10.0\n",
+      "Game #: 654\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 654\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 654\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 654\n",
+      "1.1781198  et  3.01602381798\n",
+      "0.0\n",
+      "Game #: 654\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 654\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 654\n",
+      "0.39501  et  0.299\n",
+      "3.0\n",
+      "Game #: 654\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 654\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 654\n",
+      "0.198  et  0.6890798\n",
+      "0.0\n",
+      "Game #: 654\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 654\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 654\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 654\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 654\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 654\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 654\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 654\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 654\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 654\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 654\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 654\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 654\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 654\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 655\n",
+      "7449.132287  et  5.1\n",
+      "1.0\n",
+      "Game #: 655\n",
+      "596.748819148  et  0.0\n",
+      "2.0\n",
+      "Game #: 655\n",
+      "13.3457241792  et  0.0\n",
+      "3.0\n",
+      "Game #: 655\n",
+      "85.3575997233  et  0.199\n",
+      "4.0\n",
+      "Game #: 655\n",
+      "29.0983225096  et  2.04460670899\n",
+      "5.0\n",
+      "Game #: 655\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 655\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 655\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 655\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 655\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 655\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 655\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 655\n",
+      "0.198  et  0.29602\n",
+      "-8.0\n",
+      "Game #: 655\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 655\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 655\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 655\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 655\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 655\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 655\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 655\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 655\n",
+      "0.59202  et  0.299\n",
+      "4.0\n",
+      "Game #: 655\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 655\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 655\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 655\n",
+      "0.198  et  0.1\n",
+      "8.0\n",
+      "Game #: 655\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 655\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 655\n",
+      "0.39501  et  0.299\n",
+      "10.0\n",
+      "Game #: 655\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 655\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 655\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 655\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 655\n",
+      "2.80642726582  et  2.04275501598\n",
+      "3.0\n",
+      "Game #: 655\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 655\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 655\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 655\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 655\n",
+      "0.199  et  0.0\n",
+      "8.0\n",
+      "Game #: 655\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 655\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 656\n",
+      "55.1410549  et  5.1\n",
+      "1.0\n",
+      "Game #: 656\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 656\n",
+      "4.4843802419  et  0.5920499\n",
+      "3.0\n",
+      "Game #: 656\n",
+      "1.3830699  et  0.0\n",
+      "4.0\n",
+      "Game #: 656\n",
+      "1.375189301  et  0.39601\n",
+      "5.0\n",
+      "Game #: 656\n",
+      "28.2260672743  et  0.4900798\n",
+      "6.0\n",
+      "Game #: 656\n",
+      "15.3846592119  et  8.23547872421\n",
+      "7.0\n",
+      "Game #: 656\n",
+      "0.39601  et  0.0\n",
+      "8.0\n",
+      "Game #: 656\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 656\n",
+      "6.17917609978  et  25.31647372\n",
+      "0.0\n",
+      "Game #: 656\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 656\n",
+      "58.1357036611  et  2.14759631298\n",
+      "2.0\n",
+      "Game #: 656\n",
+      "11.5246471451  et  0.882169301\n",
+      "3.0\n",
+      "Game #: 656\n",
+      "65.7004113764  et  12.6510535413\n",
+      "4.0\n",
+      "Game #: 656\n",
+      "2.73075541498  et  0.7870898\n",
+      "5.0\n",
+      "Game #: 656\n",
+      "0.7840998  et  0.1\n",
+      "6.0\n",
+      "Game #: 656\n",
+      "0.7880599  et  0.3920499\n",
+      "7.0\n",
+      "Game #: 656\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 656\n",
+      "0.4930399  et  0.885119501\n",
+      "0.0\n",
+      "Game #: 656\n",
+      "0.59302  et  1.367308702\n",
+      "-8.0\n",
+      "Game #: 656\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 656\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 656\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 656\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 656\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 656\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 656\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 656\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 656\n",
+      "0.49402  et  0.199\n",
+      "-5.0\n",
+      "Game #: 656\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 656\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 656\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 656\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 656\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 656\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 656\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 656\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 656\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 656\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 656\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 656\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 656\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 656\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 656\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 656\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 656\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 656\n",
+      "0.39601  et  0.1\n",
+      "4.0\n",
+      "Game #: 656\n",
+      "0.39601  et  0.0\n",
+      "5.0\n",
+      "Game #: 656\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 656\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 656\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 656\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 656\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 656\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 656\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 656\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 656\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 656\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 656\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 656\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 656\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 656\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 657\n",
+      "84.989614451  et  20.09751\n",
+      "-16.0\n",
+      "Game #: 657\n",
+      "1.0870599  et  0.099\n",
+      "-15.0\n",
+      "Game #: 657\n",
+      "1.0870599  et  0.0\n",
+      "-14.0\n",
+      "Game #: 657\n",
+      "126.349043007  et  1.2781198\n",
+      "-13.0\n",
+      "Game #: 657\n",
+      "15.4099733802  et  0.299\n",
+      "-12.0\n",
+      "Game #: 657\n",
+      "1.672219201  et  0.39501\n",
+      "-11.0\n",
+      "Game #: 657\n",
+      "0.299  et  0.0\n",
+      "-10.0\n",
+      "Game #: 657\n",
+      "random action =  0\n",
+      "-9.0\n",
+      "Game #: 657\n",
+      "0.299  et  0.0\n",
+      "-8.0\n",
+      "Game #: 657\n",
+      "0.299  et  0.0\n",
+      "-7.0\n",
+      "Game #: 657\n",
+      "0.299  et  0.0\n",
+      "-6.0\n",
+      "Game #: 657\n",
+      "0.299  et  0.0\n",
+      "-5.0\n",
+      "Game #: 657\n",
+      "0.299  et  0.0\n",
+      "-4.0\n",
+      "Game #: 657\n",
+      "0.299  et  0.0\n",
+      "-3.0\n",
+      "Game #: 657\n",
+      "0.299  et  0.0\n",
+      "-2.0\n",
+      "Game #: 657\n",
+      "0.49601  et  0.1\n",
+      "-1.0\n",
+      "Game #: 657\n",
+      "0.299  et  0.0\n",
+      "0.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 657\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 657\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 657\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 657\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 657\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 657\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 657\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 657\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 657\n",
+      "0.1  et  0.0\n",
+      "-3.0\n",
+      "Game #: 657\n",
+      "random action =  0\n",
+      "-2.0\n",
+      "Game #: 657\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 657\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 657\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 657\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 657\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 658\n",
+      "155.616764151  et  0.0\n",
+      "-7.0\n",
+      "Game #: 658\n",
+      "0.69501  et  0.0\n",
+      "-6.0\n",
+      "Game #: 658\n",
+      "0.299  et  0.0\n",
+      "-5.0\n",
+      "Game #: 658\n",
+      "0.39601  et  0.299\n",
+      "-4.0\n",
+      "Game #: 658\n",
+      "2.83662670899  et  0.39601\n",
+      "-3.0\n",
+      "Game #: 658\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 658\n",
+      "0.298  et  0.1\n",
+      "-1.0\n",
+      "Game #: 658\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 658\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 658\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 658\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 658\n",
+      "0.979179301  et  0.7880599\n",
+      "2.0\n",
+      "Game #: 658\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 658\n",
+      "0.4910499  et  0.39601\n",
+      "4.0\n",
+      "Game #: 658\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 658\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 658\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 658\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 658\n",
+      "0.6910499  et  0.199\n",
+      "-7.0\n",
+      "Game #: 658\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 658\n",
+      "0.39601  et  0.299\n",
+      "-5.0\n",
+      "Game #: 658\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 658\n",
+      "15.5022950949  et  0.5920499\n",
+      "-3.0\n",
+      "Game #: 658\n",
+      "2.24557680899  et  0.6890599\n",
+      "-2.0\n",
+      "Game #: 658\n",
+      "0.6900598  et  0.39602\n",
+      "-1.0\n",
+      "Game #: 658\n",
+      "2.91804233391  et  1.75744750799\n",
+      "0.0\n",
+      "Game #: 658\n",
+      "0.39601  et  0.1\n",
+      "1.0\n",
+      "Game #: 658\n",
+      "3.3022804419  et  0.880179301\n",
+      "2.0\n",
+      "Game #: 658\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 658\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 658\n",
+      "19.3919907467  et  8.44611016987\n",
+      "5.0\n",
+      "Game #: 658\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 658\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 658\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 658\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 658\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 658\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 658\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 658\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 658\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 658\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 658\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 658\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 658\n",
+      "0.39601  et  0.0\n",
+      "10.0\n",
+      "Game #: 658\n",
+      "1.1781198  et  0.299\n",
+      "10.0\n",
+      "Game #: 658\n",
+      "1.568239201  et  0.0\n",
+      "10.0\n",
+      "Game #: 658\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 658\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 658\n",
+      "0.39601  et  0.0\n",
+      "10.0\n",
+      "Game #: 658\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 658\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 658\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 658\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 658\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 659\n",
+      "12436.9012386  et  791.95244986\n",
+      "1.0\n",
+      "Game #: 659\n",
+      "36.8344599081  et  5.50891394747\n",
+      "2.0\n",
+      "Game #: 659\n",
+      "8.17463326088  et  0.1\n",
+      "3.0\n",
+      "Game #: 659\n",
+      "291.230050456  et  18.589979173\n",
+      "4.0\n",
+      "Game #: 659\n",
+      "1548.49017509  et  0.0\n",
+      "5.0\n",
+      "Game #: 659\n",
+      "104.241506169  et  0.880179301\n",
+      "6.0\n",
+      "Game #: 659\n",
+      "218.033078301  et  0.5930399\n",
+      "7.0\n",
+      "Game #: 659\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 659\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 659\n",
+      "31.2424850826  et  25.31647372\n",
+      "10.0\n",
+      "Game #: 659\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 659\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 659\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 659\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 659\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 659\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 659\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 659\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 659\n",
+      "0.39501  et  0.299\n",
+      "5.0\n",
+      "Game #: 659\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 659\n",
+      "0.199  et  -4.9\n",
+      "7.0\n",
+      "Game #: 659\n",
+      "1.1781198  et  0.299\n",
+      "8.0\n",
+      "Game #: 659\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 659\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 659\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 659\n",
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+      "1.0\n",
+      "Game #: 659\n",
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+      "2.0\n",
+      "Game #: 659\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 659\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 659\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 659\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 659\n",
+      "0.6880599  et  0.69501\n",
+      "-8.0\n",
+      "Game #: 659\n",
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+      "-16.0\n",
+      "Game #: 660\n",
+      "311.260554651  et  0.0\n",
+      "-16.0\n",
+      "Game #: 660\n",
+      "1.4830699  et  0.0\n",
+      "-15.0\n",
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+      "1.475189301  et  0.199\n",
+      "-14.0\n",
+      "Game #: 660\n",
+      "0.69501  et  0.0\n",
+      "-13.0\n",
+      "Game #: 660\n",
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+      "-12.0\n",
+      "Game #: 660\n",
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+      "-11.0\n",
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+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 660\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 660\n",
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+      "-8.0\n",
+      "Game #: 660\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 660\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 660\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 660\n",
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+      "-4.0\n",
+      "Game #: 660\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 660\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 660\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 660\n",
+      "0.0  et  0.0\n",
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+      "Game #: 660\n",
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+      "Game #: 660\n",
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+      "2.0\n",
+      "Game #: 660\n",
+      "0.299  et  0.0\n",
+      "3.0\n",
+      "Game #: 660\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 660\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 660\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 660\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 660\n",
+      "0.299  et  0.0\n",
+      "8.0\n",
+      "Game #: 660\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 660\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 660\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 660\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 660\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 660\n",
+      "4.75798407481  et  0.7860898\n",
+      "10.0\n",
+      "Game #: 660\n",
+      "0.7880599  et  0.0\n",
+      "10.0\n",
+      "Game #: 660\n",
+      "2.33581382892  et  1.36834790699\n",
+      "10.0\n",
+      "Game #: 660\n",
+      "0.7860898  et  0.298\n",
+      "10.0\n",
+      "Game #: 660\n",
+      "3.11703233491  et  0.884139401\n",
+      "10.0\n",
+      "Game #: 660\n",
+      "1.75059601398  et  0.976258802\n",
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+      "Game #: 660\n",
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+      "10.0\n",
+      "Game #: 660\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 660\n",
+      "2.44357680899  et  1.272229201\n",
+      "10.0\n",
+      "Game #: 660\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 660\n",
+      "1.560358602  et  0.1\n",
+      "10.0\n",
+      "Game #: 660\n",
+      "2.356299101  et  0.0\n",
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+      "Game #: 660\n",
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+      "10.0\n",
+      "Game #: 660\n",
+      "0.199  et  0.0\n",
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+      "Game #: 660\n",
+      "0.0  et  0.0\n",
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+      "Game #: 660\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 660\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 660\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 660\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 660\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 660\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 660\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 660\n",
+      "0.1  et  0.298\n",
+      "0.0\n",
+      "Game #: 660\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 660\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 660\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 660\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 660\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 660\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 660\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 660\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 660\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 661\n",
+      "226.916562409  et  5.1\n",
+      "-8.0\n",
+      "Game #: 661\n",
+      "0.299  et  0.0\n",
+      "-7.0\n",
+      "Game #: 661\n",
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+      "-6.0\n",
+      "Game #: 661\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 661\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 661\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 661\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 661\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 661\n",
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+      "-6.0\n",
+      "Game #: 661\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 661\n",
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+      "-4.0\n",
+      "Game #: 661\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 661\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 661\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 661\n",
+      "0.199  et  0.0\n",
+      "0.0\n",
+      "Game #: 661\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 661\n",
+      "0.299  et  0.0\n",
+      "2.0\n",
+      "Game #: 661\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 661\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 661\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 661\n",
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+      "-7.0\n",
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+      "0.199  et  0.0\n",
+      "-6.0\n",
+      "Game #: 661\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 661\n",
+      "0.199  et  0.0\n",
+      "-4.0\n",
+      "Game #: 661\n",
+      "1.3830699  et  0.0\n",
+      "-3.0\n",
+      "Game #: 661\n",
+      "0.199  et  0.0\n",
+      "-2.0\n",
+      "Game #: 661\n",
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+      "-1.0\n",
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+      "0.39601  et  0.19701\n",
+      "0.0\n",
+      "Game #: 661\n",
+      "0.199  et  0.0\n",
+      "1.0\n",
+      "Game #: 661\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 661\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 661\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 661\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 661\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 661\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 661\n",
+      "0.299  et  0.0\n",
+      "8.0\n",
+      "Game #: 661\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 661\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 661\n",
+      "0.8880599  et  0.0\n",
+      "10.0\n",
+      "Game #: 661\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 661\n",
+      "0.299  et  0.0\n",
+      "10.0\n",
+      "Game #: 661\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 661\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 661\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 661\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 661\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 661\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 661\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 661\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 661\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 661\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 661\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 661\n",
+      "0.0  et  0.1\n",
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+      "Game #: 661\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 661\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 661\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 661\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 661\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 661\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 661\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 661\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 661\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 661\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 661\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 661\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 661\n",
+      "1.0  et  0.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "-6.0\n",
+      "Game #: 661\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 661\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 661\n",
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+      "-16.0\n",
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+      "14.249  et  0.0\n",
+      "-16.0\n",
+      "Game #: 662\n",
+      "10.4182399699  et  2.52974610999\n",
+      "-15.0\n",
+      "Game #: 662\n",
+      "9.61112488837  et  2.44061670899\n",
+      "-14.0\n",
+      "Game #: 662\n",
+      "46.964774359  et  7.07427185446\n",
+      "-13.0\n",
+      "Game #: 662\n",
+      "9.98764922028  et  1.668239201\n",
+      "-12.0\n",
+      "Game #: 662\n",
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+      "-11.0\n",
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+      "-10.0\n",
+      "Game #: 662\n",
+      "0.1  et  0.0\n",
+      "-9.0\n",
+      "Game #: 662\n",
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+      "-8.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 662\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 662\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 662\n",
+      "0.69501  et  0.0\n",
+      "2.0\n",
+      "Game #: 662\n",
+      "0.69501  et  0.0\n",
+      "3.0\n",
+      "Game #: 662\n",
+      "1.2840699  et  0.0\n",
+      "4.0\n",
+      "Game #: 662\n",
+      "0.69501  et  0.0\n",
+      "5.0\n",
+      "Game #: 662\n",
+      "0.299  et  0.0\n",
+      "6.0\n",
+      "Game #: 662\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 662\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 662\n",
+      "0.199  et  0.0\n",
+      "9.0\n",
+      "Game #: 662\n",
+      "0.39601  et  0.0\n",
+      "10.0\n",
+      "Game #: 662\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 662\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 662\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 662\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 662\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 662\n",
+      "1.567239201  et  1.0870599\n",
+      "4.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 662\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 662\n",
+      "0.39601  et  0.0\n",
+      "8.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 662\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 663\n",
+      "155346.941536  et  156.238800499\n",
+      "1.0\n",
+      "Game #: 663\n",
+      "439.881295893  et  7.79983702827\n",
+      "2.0\n",
+      "Game #: 663\n",
+      "31.9881958754  et  0.0\n",
+      "3.0\n",
+      "Game #: 663\n",
+      "202.380101107  et  0.0\n",
+      "4.0\n",
+      "Game #: 663\n",
+      "9.33118006987  et  0.0\n",
+      "5.0\n",
+      "Game #: 663\n",
+      "27.1309275823  et  2.14265591398\n",
+      "6.0\n",
+      "Game #: 663\n",
+      "1386.60181203  et  0.49601\n",
+      "7.0\n",
+      "Game #: 663\n",
+      "231.565438665  et  59.3565069725\n",
+      "8.0\n",
+      "Game #: 663\n",
+      "3143.45806844  et  0.3920499\n",
+      "9.0\n",
+      "Game #: 663\n",
+      "25.3818018155  et  0.0\n",
+      "10.0\n",
+      "Game #: 663\n",
+      "146.96829266  et  53.5201958621\n",
+      "10.0\n",
+      "Game #: 663\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 663\n",
+      "1.560358602  et  0.1\n",
+      "10.0\n",
+      "Game #: 663\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 663\n",
+      "1.560358602  et  0.1\n",
+      "10.0\n",
+      "Game #: 663\n",
+      "4.66547221998  et  0.299\n",
+      "10.0\n",
+      "Game #: 663\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 663\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 663\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 664\n",
+      "24754.4334648  et  791.95244986\n",
+      "1.0\n",
+      "Game #: 664\n",
+      "13.853698386  et  1.84856680899\n",
+      "2.0\n",
+      "Game #: 664\n",
+      "16.2675201892  et  0.1\n",
+      "3.0\n",
+      "Game #: 664\n",
+      "2864.19985065  et  0.49601\n",
+      "4.0\n",
+      "Game #: 664\n",
+      "3081.49544843  et  0.0\n",
+      "5.0\n",
+      "Game #: 664\n",
+      "207.440597277  et  0.880179301\n",
+      "6.0\n",
+      "Game #: 664\n",
+      "4950.92601648  et  0.6890599\n",
+      "7.0\n",
+      "Game #: 664\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 664\n",
+      "1711.6426583  et  0.4920499\n",
+      "9.0\n",
+      "Game #: 664\n",
+      "62.1725453144  et  25.31647372\n",
+      "10.0\n",
+      "Game #: 664\n",
+      "634.338945426  et  31.3580968481\n",
+      "10.0\n",
+      "Game #: 664\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 664\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 664\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 664\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 664\n",
+      "0.879199002  et  0.4900798\n",
+      "10.0\n",
+      "Game #: 664\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 664\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 664\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 665\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 665\n",
+      "1.767239201  et  0.0\n",
+      "2.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 665\n",
+      "2.740468402  et  0.299\n",
+      "6.0\n",
+      "Game #: 665\n",
+      "random action =  0\n",
+      "7.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 665\n",
+      "0.39402  et  0.1\n",
+      "9.0\n",
+      "Game #: 665\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 665\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 665\n",
+      "15.4173564486  et  0.1\n",
+      "5.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 665\n",
+      "0.7860699  et  0.299\n",
+      "8.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 665\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 665\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 665\n",
+      "0.198  et  0.39602\n",
+      "0.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 665\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 665\n",
+      "-4.60499  et  0.299\n",
+      "-8.0\n",
+      "Game #: 665\n",
+      "2.344458402  et  2.72001381798\n",
+      "0.0\n",
+      "Game #: 665\n",
+      "0.0  et  1.964249201\n",
+      "-8.0\n",
+      "Game #: 665\n",
+      "0.4910499  et  1.0870599\n",
+      "0.0\n",
+      "Game #: 665\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 665\n",
+      "1.560358602  et  1.64475501598\n",
+      "-8.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 665\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 665\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 665\n",
+      "1.560358602  et  0.39601\n",
+      "5.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 665\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 665\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 665\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 665\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 665\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 666\n",
+      "153.84952495  et  0.0\n",
+      "-7.0\n",
+      "Game #: 666\n",
+      "0.299  et  0.0\n",
+      "-6.0\n",
+      "Game #: 666\n",
+      "0.299  et  0.0\n",
+      "-5.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 666\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 666\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 666\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 666\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 666\n",
+      "0.199  et  0.0\n",
+      "8.0\n",
+      "Game #: 666\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 666\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 666\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 666\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 666\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 666\n",
+      "0.198  et  0.1\n",
+      "9.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 666\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 666\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 666\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 666\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 666\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 667\n",
+      "152.56545505  et  0.0\n",
+      "1.0\n",
+      "Game #: 667\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 667\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 667\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 667\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 667\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 667\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 667\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 667\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 667\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 667\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 667\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 667\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 667\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 667\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 667\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 667\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 667\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 667\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 668\n",
+      "153.65251495  et  0.0\n",
+      "-16.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "-15.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "-14.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "-13.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "-12.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "-10.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 668\n",
+      "0.49601  et  0.0\n",
+      "2.0\n",
+      "Game #: 668\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 668\n",
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+      "-2.0\n",
+      "Game #: 668\n",
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+      "-1.0\n",
+      "Game #: 668\n",
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+      "0.0\n",
+      "Game #: 668\n",
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+      "1.0\n",
+      "Game #: 668\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 668\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 668\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 668\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 668\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 668\n",
+      "0.1  et  0.0\n",
+      "7.0\n",
+      "Game #: 668\n",
+      "0.1  et  0.0\n",
+      "8.0\n",
+      "Game #: 668\n",
+      "0.1  et  0.0\n",
+      "9.0\n",
+      "Game #: 668\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 668\n",
+      "0.299  et  0.099\n",
+      "10.0\n",
+      "Game #: 668\n",
+      "0.69501  et  0.0\n",
+      "10.0\n",
+      "Game #: 668\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 668\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 668\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 668\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 668\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 668\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 668\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 668\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 668\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 668\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 668\n",
+      "0.1  et  0.0\n",
+      "10.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 668\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 669\n",
+      "5524.86616159  et  368.438771404\n",
+      "1.0\n",
+      "Game #: 669\n",
+      "0.59501  et  0.0\n",
+      "2.0\n",
+      "Game #: 669\n",
+      "4569.57613378  et  0.0\n",
+      "3.0\n",
+      "Game #: 669\n",
+      "7732.86850578  et  69.3717928408\n",
+      "4.0\n",
+      "Game #: 669\n",
+      "7.06262758038  et  3.58163794989\n",
+      "5.0\n",
+      "Game #: 669\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 669\n",
+      "50.5097856129  et  0.0\n",
+      "7.0\n",
+      "Game #: 669\n",
+      "185.883021693  et  15.8167155863\n",
+      "8.0\n",
+      "Game #: 669\n",
+      "36.9657157113  et  0.299\n",
+      "9.0\n",
+      "Game #: 669\n",
+      "33.9822975936  et  0.6890798\n",
+      "10.0\n",
+      "Game #: 669\n",
+      "73.4418828633  et  0.39601\n",
+      "10.0\n",
+      "Game #: 669\n",
+      "25.1776877733  et  15.879145111\n",
+      "10.0\n",
+      "Game #: 669\n",
+      "0.59302  et  0.1\n",
+      "10.0\n",
+      "Game #: 669\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 669\n",
+      "3.48368606782  et  0.976258802\n",
+      "10.0\n",
+      "Game #: 669\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 669\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 669\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 669\n",
+      "0.0  et  0.0\n",
+      "-16.0\n",
+      "Game #: 670\n",
+      "35.0495  et  0.0\n",
+      "-16.0\n",
+      "Game #: 670\n",
+      "0.69501  et  0.0\n",
+      "-15.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-14.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-13.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-12.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-11.0\n",
+      "Game #: 670\n",
+      "random action =  0\n",
+      "-10.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 670\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 670\n",
+      "random action =  0\n",
+      "0.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 670\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 670\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 670\n",
+      "0.1  et  0.0\n",
+      "4.0\n",
+      "Game #: 670\n",
+      "0.1  et  0.0\n",
+      "5.0\n",
+      "Game #: 670\n",
+      "0.1  et  0.0\n",
+      "6.0\n",
+      "Game #: 670\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 670\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 670\n",
+      "0.1  et  0.0\n",
+      "2.0\n",
+      "Game #: 670\n",
+      "0.1  et  0.0\n",
+      "3.0\n",
+      "Game #: 670\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 670\n",
+      "random action =  0\n",
+      "-6.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 670\n",
+      "random action =  0\n",
+      "-3.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 670\n",
+      "0.199  et  0.0\n",
+      "-1.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 670\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-7.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-4.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-1.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "0.0\n",
+      "Game #: 670\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 671\n",
+      "75.2405549  et  0.0\n",
+      "-8.0\n",
+      "Game #: 671\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 671\n",
+      "0.49601  et  0.0\n",
+      "-6.0\n",
+      "Game #: 671\n",
+      "0.199  et  0.1\n",
+      "-5.0\n",
+      "Game #: 671\n",
+      "0.299  et  0.0\n",
+      "-4.0\n",
+      "Game #: 671\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 671\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 671\n",
+      "0.099  et  0.49601\n",
+      "0.0\n",
+      "Game #: 671\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 671\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 671\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 671\n",
+      "0.4910499  et  0.982149401\n",
+      "0.0\n",
+      "Game #: 671\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 671\n",
+      "0.0  et  1.0870599\n",
+      "0.0\n",
+      "Game #: 671\n",
+      "0.0  et  1.1840699\n",
+      "-8.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 671\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 671\n",
+      "0.4930399  et  0.885119501\n",
+      "0.0\n",
+      "Game #: 671\n",
+      "0.099  et  0.199\n",
+      "-8.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 671\n",
+      "0.1  et  1.3791098\n",
+      "-8.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 671\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 671\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 671\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 671\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 671\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 671\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 671\n",
+      "0.199  et  0.0\n",
+      "8.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 671\n",
+      "0.199  et  0.0\n",
+      "10.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 671\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 671\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 672\n",
+      "78320.4945279  et  0.0\n",
+      "1.0\n",
+      "Game #: 672\n",
+      "11037.5141616  et  0.0\n",
+      "2.0\n",
+      "Game #: 672\n",
+      "25528.562315  et  0.1\n",
+      "3.0\n",
+      "Game #: 672\n",
+      "469.739240009  et  0.0\n",
+      "4.0\n",
+      "Game #: 672\n",
+      "26.5579911165  et  0.0\n",
+      "5.0\n",
+      "Game #: 672\n",
+      "58.5908572032  et  15.5650798917\n",
+      "6.0\n",
+      "Game #: 672\n",
+      "16.8169755595  et  3.00441874889\n",
+      "7.0\n",
+      "Game #: 672\n",
+      "1.567268802  et  0.9850998\n",
+      "8.0\n",
+      "Game #: 672\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 672\n",
+      "9.35354909294  et  9.65603360201\n",
+      "-8.0\n",
+      "Game #: 672\n",
+      "58.1357036611  et  59.8019429375\n",
+      "0.0\n",
+      "Game #: 672\n",
+      "11.5246471451  et  12.2915699746\n",
+      "-8.0\n",
+      "Game #: 672\n",
+      "2.34065591398  et  5.49940601613\n",
+      "0.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 672\n",
+      "0.7880698  et  1.375209102\n",
+      "0.0\n",
+      "Game #: 672\n",
+      "2.14756680899  et  7.94672738038\n",
+      "-8.0\n",
+      "Game #: 672\n",
+      "0.4900798  et  2.04860601398\n",
+      "0.0\n",
+      "Game #: 672\n",
+      "0.59202  et  1.761348602\n",
+      "-8.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 672\n",
+      "0.7880599  et  0.299\n",
+      "2.0\n",
+      "Game #: 672\n",
+      "0.39601  et  0.1\n",
+      "3.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 672\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 672\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 672\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 672\n",
+      "0.7880698  et  0.49502\n",
+      "2.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 672\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 672\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 672\n",
+      "1.1840699  et  0.0\n",
+      "6.0\n",
+      "Game #: 672\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 672\n",
+      "0.8880599  et  1.178179301\n",
+      "-8.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 672\n",
+      "0.39402  et  0.4900798\n",
+      "-8.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 672\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 672\n",
+      "0.39402  et  0.4900798\n",
+      "-8.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 672\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 672\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 672\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 672\n",
+      "0.0  et  0.0\n",
+      "-3.0\n",
+      "Game #: 673\n",
+      "123408.835102  et  64.397594451\n",
+      "-3.0\n",
+      "Game #: 673\n",
+      "12320.4728405  et  0.19701\n",
+      "-2.0\n",
+      "Game #: 673\n",
+      "3884.89625172  et  0.1\n",
+      "-1.0\n",
+      "Game #: 673\n",
+      "934.881087619  et  0.0\n",
+      "0.0\n",
+      "Game #: 673\n",
+      "26.3609811165  et  0.1\n",
+      "1.0\n",
+      "Game #: 673\n",
+      "56.1698738758  et  0.4900798\n",
+      "2.0\n",
+      "Game #: 673\n",
+      "9.29997210977  et  0.1\n",
+      "3.0\n",
+      "Game #: 673\n",
+      "155.103713056  et  89.1323530489\n",
+      "4.0\n",
+      "Game #: 673\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 673\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 673\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 673\n",
+      "577.313471842  et  0.199\n",
+      "-6.0\n",
+      "Game #: 673\n",
+      "0.8860699  et  0.299\n",
+      "-5.0\n",
+      "Game #: 673\n",
+      "0.6900499  et  0.49601\n",
+      "-4.0\n",
+      "Game #: 673\n",
+      "0.7880599  et  0.69501\n",
+      "-3.0\n",
+      "Game #: 673\n",
+      "8.18348523279  et  3.50508371798\n",
+      "-2.0\n",
+      "Game #: 673\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 673\n",
+      "0.0  et  43.2627902546\n",
+      "0.0\n",
+      "Game #: 673\n",
+      "10.1936430507  et  18.8992056593\n",
+      "-8.0\n",
+      "Game #: 673\n",
+      "0.39501  et  24.7561578357\n",
+      "0.0\n",
+      "Game #: 673\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 673\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 673\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 673\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 673\n",
+      "5.21599127039  et  2.24756680899\n",
+      "5.0\n",
+      "Game #: 673\n",
+      "5.58479025898  et  2.04275501598\n",
+      "6.0\n",
+      "Game #: 673\n",
+      "1.560358602  et  0.199\n",
+      "7.0\n",
+      "Game #: 673\n",
+      "0.19701  et  0.199\n",
+      "-8.0\n",
+      "Game #: 673\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 673\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 673\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 673\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 673\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 673\n",
+      "0.59501  et  0.0\n",
+      "5.0\n",
+      "Game #: 673\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 673\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 673\n",
+      "0.39402  et  0.5900798\n",
+      "0.0\n",
+      "Game #: 673\n",
+      "1.85250700899  et  2.9111911399\n",
+      "-8.0\n",
+      "Game #: 673\n",
+      "0.199  et  0.39601\n",
+      "0.0\n",
+      "Game #: 673\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 673\n",
+      "0.5910499  et  0.199\n",
+      "2.0\n",
+      "Game #: 673\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 673\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 673\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 673\n",
+      "0.198  et  0.1\n",
+      "6.0\n",
+      "Game #: 673\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 673\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 673\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 673\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 673\n",
+      "0.39601  et  0.1\n",
+      "3.0\n",
+      "Game #: 673\n",
+      "0.198  et  0.1\n",
+      "4.0\n",
+      "Game #: 673\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 673\n",
+      "0.199  et  1.276189301\n",
+      "0.0\n",
+      "Game #: 673\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 673\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 673\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 673\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 673\n",
+      "5.2352820818  et  8.10194307896\n",
+      "0.0\n",
+      "Game #: 673\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 673\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 673\n",
+      "0.7840998  et  0.1\n",
+      "3.0\n",
+      "Game #: 673\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 674\n",
+      "308.70525555  et  0.0\n",
+      "-5.0\n",
+      "Game #: 674\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 674\n",
+      "0.8880599  et  0.0\n",
+      "-3.0\n",
+      "Game #: 674\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 674\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 674\n",
+      "0.49402  et  0.1\n",
+      "0.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 674\n",
+      "2.34061670899  et  0.199\n",
+      "2.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 674\n",
+      "1.560358602  et  0.1\n",
+      "5.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 674\n",
+      "1.560358602  et  0.1\n",
+      "7.0\n",
+      "Game #: 674\n",
+      "1.564279101  et  0.299\n",
+      "8.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 674\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 674\n",
+      "0.7860699  et  1.177209201\n",
+      "0.0\n",
+      "Game #: 674\n",
+      "0.0  et  2.163249201\n",
+      "-8.0\n",
+      "Game #: 674\n",
+      "0.0  et  1.668239201\n",
+      "0.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 674\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 674\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 674\n",
+      "1.660358602  et  0.1\n",
+      "-7.0\n",
+      "Game #: 674\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 674\n",
+      "0.199  et  0.1\n",
+      "-5.0\n",
+      "Game #: 674\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 674\n",
+      "0.199  et  0.1\n",
+      "-3.0\n",
+      "Game #: 674\n",
+      "0.49402  et  0.1\n",
+      "-2.0\n",
+      "Game #: 674\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 674\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 674\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 674\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 674\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 674\n",
+      "0.199  et  0.6910499\n",
+      "0.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.9870599\n",
+      "-8.0\n",
+      "Game #: 674\n",
+      "0.39601  et  0.4920499\n",
+      "0.0\n",
+      "Game #: 674\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 674\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 674\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 674\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 674\n",
+      "random action =  0\n",
+      "5.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 674\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 675\n",
+      "3404.92553631  et  113.937847358\n",
+      "-2.0\n",
+      "Game #: 675\n",
+      "0.49601  et  0.0\n",
+      "-1.0\n",
+      "Game #: 675\n",
+      "0.8880599  et  0.0\n",
+      "0.0\n",
+      "Game #: 675\n",
+      "1.767239201  et  0.0\n",
+      "1.0\n",
+      "Game #: 675\n",
+      "19.8754219484  et  1.668239201\n",
+      "2.0\n",
+      "Game #: 675\n",
+      "672.074615201  et  334.744697914\n",
+      "3.0\n",
+      "Game #: 675\n",
+      "88.288322389  et  11.6431809689\n",
+      "4.0\n",
+      "Game #: 675\n",
+      "56.5025760332  et  7.38212070558\n",
+      "5.0\n",
+      "Game #: 675\n",
+      "7.73204498837  et  0.29701\n",
+      "6.0\n",
+      "Game #: 675\n",
+      "50.5097856129  et  0.0\n",
+      "7.0\n",
+      "Game #: 675\n",
+      "292.466902393  et  53.5201958621\n",
+      "8.0\n",
+      "Game #: 675\n",
+      "1.560358602  et  0.1\n",
+      "9.0\n",
+      "Game #: 675\n",
+      "26.2150673492  et  1.95155680899\n",
+      "10.0\n",
+      "Game #: 675\n",
+      "8.3660156489  et  5.11687404747\n",
+      "10.0\n",
+      "Game #: 675\n",
+      "0.3920499  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 675\n",
+      "38.1633757003  et  62.5380612567\n",
+      "0.0\n",
+      "Game #: 675\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 675\n",
+      "0.4900798  et  4.17672596782\n",
+      "0.0\n",
+      "Game #: 675\n",
+      "0.59202  et  3.50508371798\n",
+      "-8.0\n",
+      "Game #: 675\n",
+      "1.081149401  et  5.71383444647\n",
+      "0.0\n",
+      "Game #: 675\n",
+      "0.198  et  1.172268802\n",
+      "-8.0\n",
+      "Game #: 675\n",
+      "0.1  et  1.867239201\n",
+      "0.0\n",
+      "Game #: 675\n",
+      "0.298  et  3.31199421698\n",
+      "-8.0\n",
+      "Game #: 675\n",
+      "2.72011084586  et  4.84346634938\n",
+      "0.0\n",
+      "Game #: 675\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 675\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 675\n",
+      "1.1781198  et  2.91602381798\n",
+      "-8.0\n",
+      "Game #: 675\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 675\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 675\n",
+      "54.9772444667  et  0.980179301\n",
+      "-6.0\n",
+      "Game #: 675\n",
+      "0.49402  et  0.1\n",
+      "-5.0\n",
+      "Game #: 675\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 675\n",
+      "0.6890599  et  0.59501\n",
+      "-3.0\n",
+      "Game #: 675\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.49402  et  0.199\n",
+      "-2.0\n",
+      "Game #: 675\n",
+      "0.69501  et  0.099\n",
+      "-1.0\n",
+      "Game #: 675\n",
+      "0.8880599  et  0.0\n",
+      "0.0\n",
+      "Game #: 675\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 675\n",
+      "0.199  et  0.099\n",
+      "2.0\n",
+      "Game #: 675\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 675\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 675\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 675\n",
+      "0.0  et  0.69501\n",
+      "0.0\n",
+      "Game #: 675\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 675\n",
+      "2.344458402  et  0.299\n",
+      "2.0\n",
+      "Game #: 675\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 675\n",
+      "1.2781198  et  3.41203381798\n",
+      "0.0\n",
+      "Game #: 675\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 675\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 675\n",
+      "0.7840998  et  0.976258802\n",
+      "0.0\n",
+      "Game #: 675\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 675\n",
+      "0.39601  et  0.0\n",
+      "2.0\n",
+      "Game #: 675\n",
+      "0.39402  et  0.1\n",
+      "3.0\n",
+      "Game #: 675\n",
+      "1.1840699  et  0.0\n",
+      "4.0\n",
+      "Game #: 675\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 675\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 675\n",
+      "0.1  et  2.163249201\n",
+      "-8.0\n",
+      "Game #: 675\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 675\n",
+      "0.0  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 675\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 675\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 675\n",
+      "0.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 675\n",
+      "random action =  0\n",
+      "-7.0\n",
+      "Game #: 675\n",
+      "0.0  et  0.0\n",
+      "-6.0\n",
+      "Game #: 675\n",
+      "0.0  et  0.0\n",
+      "-5.0\n",
+      "Game #: 675\n",
+      "random action =  0\n",
+      "-4.0\n",
+      "Game #: 675\n",
+      "2.99  et  0.0\n",
+      "-3.0\n",
+      "Game #: 675\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 675\n",
+      "random action =  0\n",
+      "-1.0\n",
+      "Game #: 675\n",
+      "0.0  et  0.0\n",
+      "-9.0\n",
+      "Game #: 676\n",
+      "9815.96538193  et  0.0\n",
+      "-9.0\n",
+      "Game #: 676\n",
+      "27.0500410165  et  0.0\n",
+      "-8.0\n",
+      "Game #: 676\n",
+      "182.189985117  et  1.65849681198\n",
+      "-7.0\n",
+      "Game #: 676\n",
+      "3.61680600999  et  0.0\n",
+      "-6.0\n",
+      "Game #: 676\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 676\n",
+      "0.199  et  0.39701\n",
+      "0.0\n",
+      "Game #: 676\n",
+      "0.1  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 676\n",
+      "0.29601  et  0.69501\n",
+      "0.0\n",
+      "Game #: 676\n",
+      "0.099  et  0.9870599\n",
+      "-8.0\n",
+      "Game #: 676\n",
+      "0.19701  et  0.49601\n",
+      "0.0\n",
+      "Game #: 676\n",
+      "random action =  0\n",
+      "1.0\n",
+      "Game #: 676\n",
+      "0.39501  et  0.299\n",
+      "2.0\n",
+      "Game #: 676\n",
+      "0.5890599  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 676\n",
+      "0.4910499  et  2.05447730799\n",
+      "0.0\n",
+      "Game #: 676\n",
+      "0.099  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 676\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 676\n",
+      "0.0  et  2.356299101\n",
+      "-8.0\n",
+      "Game #: 676\n",
+      "0.0  et  0.69501\n",
+      "0.0\n",
+      "Game #: 676\n",
+      "0.198  et  1.568278802\n",
+      "-8.0\n",
+      "Game #: 676\n",
+      "0.39502  et  0.7890698\n",
+      "0.0\n",
+      "Game #: 676\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 676\n",
+      "0.0  et  0.69501\n",
+      "0.0\n",
+      "Game #: 676\n",
+      "0.1  et  2.744428502\n",
+      "-8.0\n",
+      "Game #: 676\n",
+      "0.0  et  0.49601\n",
+      "0.0\n",
+      "Game #: 676\n",
+      "0.199  et  0.9830998\n",
+      "-8.0\n",
+      "Game #: 676\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 676\n",
+      "1.75744740799  et  5.03653643948\n",
+      "-8.0\n",
+      "Game #: 676\n",
+      "0.39601  et  1.276189301\n",
+      "0.0\n",
+      "Game #: 676\n",
+      "0.199  et  0.29601\n",
+      "-8.0\n",
+      "Game #: 676\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 676\n",
+      "0.49402  et  0.5890798\n",
+      "-8.0\n",
+      "Game #: 676\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 676\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 676\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 676\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 676\n",
+      "4.16016001855  et  2.22997243491\n",
+      "4.0\n",
+      "Game #: 676\n",
+      "0.7870599  et  0.69501\n",
+      "5.0\n",
+      "Game #: 676\n",
+      "0.39402  et  0.1\n",
+      "6.0\n",
+      "Game #: 676\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 676\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 676\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 676\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 676\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 676\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 676\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 676\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 676\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 676\n",
+      "0.0  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 676\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 676\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 676\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 676\n",
+      "random action =  0\n",
+      "3.0\n",
+      "Game #: 676\n",
+      "0.5890599  et  0.199\n",
+      "4.0\n",
+      "Game #: 676\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 676\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 676\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 676\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 676\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 676\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 676\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 676\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 676\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 677\n",
+      "4881.4134439  et  0.0\n",
+      "1.0\n",
+      "Game #: 677\n",
+      "48.2478354656  et  0.0\n",
+      "2.0\n",
+      "Game #: 677\n",
+      "0.199  et  0.0\n",
+      "3.0\n",
+      "Game #: 677\n",
+      "7.19744395988  et  0.0\n",
+      "4.0\n",
+      "Game #: 677\n",
+      "1.960289101  et  0.299\n",
+      "5.0\n",
+      "Game #: 677\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 677\n",
+      "6.21038405988  et  0.0\n",
+      "7.0\n",
+      "Game #: 677\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 677\n",
+      "3.4973203419  et  4.05439703848\n",
+      "0.0\n",
+      "Game #: 677\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 677\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 677\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 677\n",
+      "0.39402  et  0.1\n",
+      "4.0\n",
+      "Game #: 677\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 677\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 677\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 677\n",
+      "0.59202  et  0.299\n",
+      "8.0\n",
+      "Game #: 677\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 677\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 677\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 677\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 677\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 677\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 677\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 677\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 677\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 677\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 677\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 677\n",
+      "0.099  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 677\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 677\n",
+      "0.977209002  et  1.26345691198\n",
+      "-8.0\n",
+      "Game #: 677\n",
+      "0.39402  et  0.5900798\n",
+      "0.0\n",
+      "Game #: 677\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 677\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 677\n",
+      "0.199  et  0.29701\n",
+      "0.0\n",
+      "Game #: 677\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 677\n",
+      "random action =  0\n",
+      "2.0\n",
+      "Game #: 677\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 677\n",
+      "0.977209002  et  1.36345691198\n",
+      "0.0\n",
+      "Game #: 677\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 677\n",
+      "0.29601  et  0.5920499\n",
+      "0.0\n",
+      "Game #: 677\n",
+      "0.0  et  0.199\n",
+      "-8.0\n",
+      "Game #: 677\n",
+      "0.198  et  0.6890798\n",
+      "0.0\n",
+      "Game #: 677\n",
+      "0.199  et  0.29601\n",
+      "-8.0\n",
+      "Game #: 677\n",
+      "0.198  et  1.272268802\n",
+      "0.0\n",
+      "Game #: 677\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 677\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 677\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 677\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 677\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 677\n",
+      "0.199  et  0.0\n",
+      "6.0\n",
+      "Game #: 677\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 677\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 677\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 677\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 677\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 677\n",
+      "0.198  et  0.29602\n",
+      "-8.0\n",
+      "Game #: 677\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 677\n",
+      "0.29601  et  0.59501\n",
+      "-8.0\n",
+      "Game #: 677\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 677\n",
+      "0.299  et  0.0\n",
+      "-7.0\n",
+      "Game #: 677\n",
+      "0.0  et  0.0\n",
+      "-15.0\n",
+      "Game #: 678\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 678\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 678\n",
+      "1.1840699  et  0.0\n",
+      "2.0\n",
+      "Game #: 678\n",
+      "1.1801098  et  0.1\n",
+      "3.0\n",
+      "Game #: 678\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 678\n",
+      "1.568239201  et  0.0\n",
+      "5.0\n",
+      "Game #: 678\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 678\n",
+      "36.7667157113  et  0.299\n",
+      "7.0\n",
+      "Game #: 678\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 678\n",
+      "1.560358602  et  0.1\n",
+      "9.0\n",
+      "Game #: 678\n",
+      "0.879199002  et  0.4900798\n",
+      "10.0\n",
+      "Game #: 678\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 678\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 678\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 678\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 678\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 678\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 678\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 678\n",
+      "-5.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 678\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 678\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 678\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 678\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 678\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 678\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 678\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 678\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 678\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 678\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 678\n",
+      "0.7880599  et  0.0\n",
+      "7.0\n",
+      "Game #: 678\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 678\n",
+      "0.5900499  et  0.49601\n",
+      "9.0\n",
+      "Game #: 678\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 679\n",
+      "165551.540014  et  40.1910549\n",
+      "1.0\n",
+      "Game #: 679\n",
+      "57.5082295728  et  0.3920499\n",
+      "2.0\n",
+      "Game #: 679\n",
+      "366.323887148  et  51.6556026937\n",
+      "3.0\n",
+      "Game #: 679\n",
+      "0.39601  et  0.0\n",
+      "4.0\n",
+      "Game #: 679\n",
+      "2299.35227663  et  98.6194263383\n",
+      "5.0\n",
+      "Game #: 679\n",
+      "145.620042886  et  12.3725948342\n",
+      "6.0\n",
+      "Game #: 679\n",
+      "142.976447372  et  9.7159744345\n",
+      "7.0\n",
+      "Game #: 679\n",
+      "3.51680600999  et  0.0\n",
+      "8.0\n",
+      "Game #: 679\n",
+      "19.2023136361  et  0.49601\n",
+      "9.0\n",
+      "Game #: 679\n",
+      "12.3586642792  et  0.0\n",
+      "10.0\n",
+      "Game #: 679\n",
+      "109.190898458  et  1.94763630999\n",
+      "10.0\n",
+      "Game #: 679\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 679\n",
+      "23.6933014199  et  12.2915699746\n",
+      "10.0\n",
+      "Game #: 679\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 679\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 679\n",
+      "1.560358602  et  0.1\n",
+      "10.0\n",
+      "Game #: 679\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 679\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 679\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 680\n",
+      "116678.711303  et  5.1\n",
+      "1.0\n",
+      "Game #: 680\n",
+      "100.609436492  et  3.18858804989\n",
+      "2.0\n",
+      "Game #: 680\n",
+      "6.17917609978  et  0.1\n",
+      "3.0\n",
+      "Game #: 680\n",
+      "3.10511361798  et  0.1\n",
+      "4.0\n",
+      "Game #: 680\n",
+      "1.568239201  et  0.1\n",
+      "5.0\n",
+      "Game #: 680\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 680\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 680\n",
+      "random action =  0\n",
+      "8.0\n",
+      "Game #: 680\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 680\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 680\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 680\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 680\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 680\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 680\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 680\n",
+      "0.1  et  0.199\n",
+      "0.0\n",
+      "Game #: 680\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 680\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 680\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 680\n",
+      "0.1  et  0.0\n",
+      "-7.0\n",
+      "Game #: 680\n",
+      "0.1  et  0.0\n",
+      "-6.0\n",
+      "Game #: 680\n",
+      "0.1  et  0.0\n",
+      "-5.0\n",
+      "Game #: 680\n",
+      "0.1  et  0.0\n",
+      "-4.0\n",
+      "Game #: 680\n",
+      "0.199  et  0.1\n",
+      "-3.0\n",
+      "Game #: 680\n",
+      "0.1  et  0.0\n",
+      "-2.0\n",
+      "Game #: 680\n",
+      "0.1  et  0.0\n",
+      "-1.0\n",
+      "Game #: 680\n",
+      "0.1  et  0.0\n",
+      "0.0\n",
+      "Game #: 680\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 680\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 680\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 680\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 680\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 680\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 680\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 680\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 680\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 680\n",
+      "1.85744740799  et  0.979179301\n",
+      "3.0\n",
+      "Game #: 680\n",
+      "0.199  et  0.099\n",
+      "4.0\n",
+      "Game #: 680\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 680\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 680\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 680\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 680\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 680\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 680\n",
+      "0.0  et  -5.0\n",
+      "10.0\n",
+      "Game #: 680\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 680\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 680\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 681\n",
+      "245588.581852  et  64.397594451\n",
+      "1.0\n",
+      "Game #: 681\n",
+      "192.250323127  et  3.02079600999\n",
+      "2.0\n",
+      "Game #: 681\n",
+      "454.383366363  et  0.0\n",
+      "3.0\n",
+      "Game #: 681\n",
+      "4.28918351798  et  0.1\n",
+      "4.0\n",
+      "Game #: 681\n",
+      "28.2572752344  et  1.84375501598\n",
+      "5.0\n",
+      "Game #: 681\n",
+      "4.65790526882  et  0.6890798\n",
+      "6.0\n",
+      "Game #: 681\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 681\n",
+      "22.5567421961  et  9.97628294518\n",
+      "8.0\n",
+      "Game #: 681\n",
+      "7.51117341  et  4.05439703848\n",
+      "9.0\n",
+      "Game #: 681\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 681\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 681\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 681\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 681\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 681\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 681\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 681\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 681\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 681\n",
+      "-5.0  et  -9.95\n",
+      "1.0\n",
+      "Game #: 681\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 681\n",
+      "0.29601  et  1.079179301\n",
+      "0.0\n",
+      "Game #: 681\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 681\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 681\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 681\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 681\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 681\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 681\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 681\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 681\n",
+      "0.198  et  0.1\n",
+      "9.0\n",
+      "Game #: 681\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 681\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 681\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 681\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 681\n",
+      "0.7840998  et  0.1\n",
+      "3.0\n",
+      "Game #: 681\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 681\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 681\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 681\n",
+      "0.0  et  0.0\n",
+      "-2.0\n",
+      "Game #: 682\n",
+      "5297.99482392  et  40.1910549\n",
+      "-2.0\n",
+      "Game #: 682\n",
+      "15.3943908442  et  0.39402\n",
+      "-1.0\n",
+      "Game #: 682\n",
+      "3.6012804419  et  1.276189301\n",
+      "0.0\n",
+      "Game #: 682\n",
+      "11.1503468826  et  3.39347825684\n",
+      "1.0\n",
+      "Game #: 682\n",
+      "3.12079600999  et  0.1\n",
+      "2.0\n",
+      "Game #: 682\n",
+      "0.198  et  0.1\n",
+      "3.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 682\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.299\n",
+      "0.0\n",
+      "Game #: 682\n",
+      "0.19701  et  0.39601\n",
+      "-8.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 682\n",
+      "-15.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 682\n",
+      "0.29601  et  0.69501\n",
+      "0.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 682\n",
+      "2.344458402  et  0.299\n",
+      "2.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 682\n",
+      "0.4930399  et  0.29701\n",
+      "5.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 682\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 682\n",
+      "0.39402  et  0.1\n",
+      "10.0\n",
+      "Game #: 682\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 682\n",
+      "-10.0  et  0.0\n",
+      "-8.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.0\n",
+      "7.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 682\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 683\n",
+      "74.352495  et  0.0\n",
+      "1.0\n",
+      "Game #: 683\n",
+      "0.199  et  0.0\n",
+      "2.0\n",
+      "Game #: 683\n",
+      "0.9870599  et  0.0\n",
+      "3.0\n",
+      "Game #: 683\n",
+      "0.199  et  0.0\n",
+      "4.0\n",
+      "Game #: 683\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 683\n",
+      "0.9830998  et  0.1\n",
+      "6.0\n",
+      "Game #: 683\n",
+      "0.59501  et  0.099\n",
+      "7.0\n",
+      "Game #: 683\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 683\n",
+      "random action =  0\n",
+      "9.0\n",
+      "Game #: 683\n",
+      "0.198  et  0.1\n",
+      "10.0\n",
+      "Game #: 683\n",
+      "0.5900598  et  0.39602\n",
+      "10.0\n",
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+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 683\n",
+      "0.198  et  0.1\n",
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+      "Game #: 683\n",
+      "1.172229201  et  0.199\n",
+      "10.0\n",
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+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 683\n",
+      "0.0  et  0.0\n",
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+      "Game #: 683\n",
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+      "Game #: 683\n",
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+      "10.0\n",
+      "Game #: 683\n",
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+      "1.0\n",
+      "Game #: 684\n",
+      "155350.298698  et  0.0\n",
+      "1.0\n",
+      "Game #: 684\n",
+      "133.873898446  et  0.0\n",
+      "2.0\n",
+      "Game #: 684\n",
+      "197.722273856  et  0.0\n",
+      "3.0\n",
+      "Game #: 684\n",
+      "2.752309101  et  0.6880599\n",
+      "4.0\n",
+      "Game #: 684\n",
+      "2.555299101  et  0.0\n",
+      "5.0\n",
+      "Game #: 684\n",
+      "74.5671746452  et  0.199\n",
+      "6.0\n",
+      "Game #: 684\n",
+      "175.693761554  et  11.6431809689\n",
+      "7.0\n",
+      "Game #: 684\n",
+      "112.440126306  et  7.38212070558\n",
+      "8.0\n",
+      "Game #: 684\n",
+      "14.7149633802  et  0.0\n",
+      "9.0\n",
+      "Game #: 684\n",
+      "1236.25486574  et  1.36342740799\n",
+      "10.0\n",
+      "Game #: 684\n",
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+      "Game #: 684\n",
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+      "Game #: 684\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 684\n",
+      "random action =  0\n",
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+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 684\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 684\n",
+      "random action =  0\n",
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+      "Game #: 684\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 684\n",
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+      "1.0\n",
+      "Game #: 685\n",
+      "10306.3167553  et  80.653576759\n",
+      "1.0\n",
+      "Game #: 685\n",
+      "108.10792733  et  0.3920499\n",
+      "2.0\n",
+      "Game #: 685\n",
+      "74.1302983274  et  0.0\n",
+      "3.0\n",
+      "Game #: 685\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 685\n",
+      "29.0983225096  et  30.9519459935\n",
+      "0.0\n",
+      "Game #: 685\n",
+      "14.1996357962  et  14.9338982402\n",
+      "-8.0\n",
+      "Game #: 685\n",
+      "0.0  et  0.1\n",
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+      "Game #: 685\n",
+      "0.198  et  0.7880798\n",
+      "-8.0\n",
+      "Game #: 685\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 685\n",
+      "62.1725453144  et  86.8672935812\n",
+      "-8.0\n",
+      "Game #: 685\n",
+      "0.7840998  et  1.84375501598\n",
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+      "Game #: 685\n",
+      "0.879199002  et  1.36048681198\n",
+      "-8.0\n",
+      "Game #: 685\n",
+      "24.4102110854  et  25.4403677765\n",
+      "0.0\n",
+      "Game #: 685\n",
+      "46.4507634587  et  53.8860928523\n",
+      "-8.0\n",
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+      "0.1  et  0.8880599\n",
+      "0.0\n",
+      "Game #: 685\n",
+      "0.7880698  et  2.73666611298\n",
+      "-8.0\n",
+      "Game #: 685\n",
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+      "0.0\n",
+      "Game #: 685\n",
+      "0.39601  et  1.94856680899\n",
+      "-8.0\n",
+      "Game #: 685\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 685\n",
+      "0.099  et  0.59501\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "-8.0\n",
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+      "0.7880599  et  0.880179301\n",
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+      "Game #: 685\n",
+      "1.560358602  et  3.4720624818\n",
+      "-8.0\n",
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+      "1.660358602  et  1.84375501598\n",
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+      "1.0\n",
+      "Game #: 685\n",
+      "10.3798226281  et  2.24756680899\n",
+      "2.0\n",
+      "Game #: 685\n",
+      "11.1137326154  et  2.04275501598\n",
+      "3.0\n",
+      "Game #: 685\n",
+      "3.38666606782  et  3.22087481598\n",
+      "4.0\n",
+      "Game #: 685\n",
+      "3.38567606782  et  1.84375501598\n",
+      "5.0\n",
+      "Game #: 685\n",
+      "random action =  0\n",
+      "6.0\n",
+      "Game #: 685\n",
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+      "7.0\n",
+      "Game #: 685\n",
+      "0.29601  et  0.299\n",
+      "-8.0\n",
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+      "0.39601  et  0.4920499\n",
+      "-8.0\n",
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+      "0.7880599  et  0.780179301\n",
+      "1.0\n",
+      "Game #: 685\n",
+      "6.99844395988  et  0.0\n",
+      "2.0\n",
+      "Game #: 685\n",
+      "0.39601  et  0.0\n",
+      "3.0\n",
+      "Game #: 685\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 685\n",
+      "2.44357680899  et  3.7913702419\n",
+      "0.0\n",
+      "Game #: 685\n",
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+      "-8.0\n",
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+      "Game #: 685\n",
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+      "1.0\n",
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+      "Game #: 685\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 685\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 685\n",
+      "0.29701  et  0.199\n",
+      "5.0\n",
+      "Game #: 685\n",
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+      "6.0\n",
+      "Game #: 685\n",
+      "0.198  et  0.1\n",
+      "7.0\n",
+      "Game #: 685\n",
+      "0.0  et  0.0\n",
+      "8.0\n",
+      "Game #: 685\n",
+      "0.0  et  0.0\n",
+      "9.0\n",
+      "Game #: 685\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 685\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 685\n",
+      "0.39601  et  0.0\n",
+      "10.0\n",
+      "Game #: 685\n",
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+      "10.0\n",
+      "Game #: 685\n",
+      "0.29601  et  0.199\n",
+      "10.0\n",
+      "Game #: 685\n",
+      "0.29601  et  0.199\n",
+      "10.0\n",
+      "Game #: 685\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 685\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 685\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 685\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 685\n",
+      "0.099  et  0.299\n",
+      "0.0\n",
+      "Game #: 685\n",
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+      "-8.0\n",
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+      "-8.0\n",
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+      "-7.0\n",
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+      "-6.0\n",
+      "Game #: 686\n",
+      "0.49601  et  0.0\n",
+      "-5.0\n",
+      "Game #: 686\n",
+      "0.49601  et  0.0\n",
+      "-4.0\n",
+      "Game #: 686\n",
+      "7.62930003511  et  2.33868591398\n",
+      "-3.0\n",
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+      "-2.0\n",
+      "Game #: 686\n",
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+      "-1.0\n",
+      "Game #: 686\n",
+      "4.19402521099  et  2.752309101\n",
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+      "Game #: 686\n",
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+      "1.0\n",
+      "Game #: 686\n",
+      "1262.3345014  et  31.3580968481\n",
+      "2.0\n",
+      "Game #: 686\n",
+      "53.8091532389  et  4.24843693848\n",
+      "3.0\n",
+      "Game #: 686\n",
+      "8.98580829839  et  3.7690724818\n",
+      "4.0\n",
+      "Game #: 686\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 686\n",
+      "2.73075541498  et  3.59053766083\n",
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+      "Game #: 686\n",
+      "7.34590558737  et  11.3392238824\n",
+      "-8.0\n",
+      "Game #: 686\n",
+      "0.1  et  4.40486590999\n",
+      "0.0\n",
+      "Game #: 686\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 686\n",
+      "random action =  0\n",
+      "-8.0\n",
+      "Game #: 686\n",
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+      "-7.0\n",
+      "Game #: 686\n",
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+      "-6.0\n",
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+      "-5.0\n",
+      "Game #: 686\n",
+      "0.8880599  et  0.1\n",
+      "-4.0\n",
+      "Game #: 686\n",
+      "0.6910499  et  0.199\n",
+      "-3.0\n",
+      "Game #: 686\n",
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+      "-2.0\n",
+      "Game #: 686\n",
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+      "-1.0\n",
+      "Game #: 686\n",
+      "0.298  et  0.1\n",
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+      "Game #: 686\n",
+      "0.099  et  0.1\n",
+      "-8.0\n",
+      "Game #: 686\n",
+      "random action =  1\n",
+      "0.0\n",
+      "Game #: 686\n",
+      "0.29601  et  2.54357680899\n",
+      "-8.0\n",
+      "Game #: 686\n",
+      "2.51816054686  et  3.37514814339\n",
+      "0.0\n",
+      "Game #: 686\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 686\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 686\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 686\n",
+      "0.0  et  0.0\n",
+      "1.0\n",
+      "Game #: 686\n",
+      "0.0  et  0.0\n",
+      "2.0\n",
+      "Game #: 686\n",
+      "0.0  et  0.0\n",
+      "3.0\n",
+      "Game #: 686\n",
+      "0.0  et  0.0\n",
+      "4.0\n",
+      "Game #: 686\n",
+      "0.0  et  0.0\n",
+      "5.0\n",
+      "Game #: 686\n",
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+      "6.0\n",
+      "Game #: 686\n",
+      "3.1052704419  et  0.5910499\n",
+      "7.0\n",
+      "Game #: 686\n",
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+      "8.0\n",
+      "Game #: 686\n",
+      "3.86984536882  et  0.29602\n",
+      "9.0\n",
+      "Game #: 686\n",
+      "0.29701  et  0.199\n",
+      "10.0\n",
+      "Game #: 686\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 686\n",
+      "1.176189301  et  0.49601\n",
+      "10.0\n",
+      "Game #: 686\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 686\n",
+      "random action =  0\n",
+      "10.0\n",
+      "Game #: 686\n",
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+      "10.0\n",
+      "Game #: 686\n",
+      "0.7860699  et  0.299\n",
+      "10.0\n",
+      "Game #: 686\n",
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+      "10.0\n",
+      "Game #: 686\n",
+      "1.759358602  et  0.1\n",
+      "10.0\n",
+      "Game #: 686\n",
+      "0.0  et  0.0\n",
+      "10.0\n",
+      "Game #: 686\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 686\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 686\n",
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+      "1.0\n",
+      "Game #: 686\n",
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+      "2.0\n",
+      "Game #: 686\n",
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+      "3.0\n",
+      "Game #: 686\n",
+      "0.4930399  et  0.29701\n",
+      "4.0\n",
+      "Game #: 686\n",
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+      "5.0\n",
+      "Game #: 686\n",
+      "0.0  et  0.0\n",
+      "6.0\n",
+      "Game #: 686\n",
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+      "-2.0\n",
+      "Game #: 687\n",
+      "25.29651  et  5.1\n",
+      "-2.0\n",
+      "Game #: 687\n",
+      "0.8880798  et  0.198\n",
+      "-1.0\n",
+      "Game #: 687\n",
+      "random action =  0\n",
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+      "Game #: 687\n",
+      "0.39601  et  0.19701\n",
+      "1.0\n",
+      "Game #: 687\n",
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+      "2.0\n",
+      "Game #: 687\n",
+      "6.07210511099  et  0.6880599\n",
+      "3.0\n",
+      "Game #: 687\n",
+      "random action =  0\n",
+      "4.0\n",
+      "Game #: 687\n",
+      "4.50386590999  et  0.1\n",
+      "5.0\n",
+      "Game #: 687\n",
+      "9.81202363949  et  2.6162105419\n",
+      "6.0\n",
+      "Game #: 687\n",
+      "0.883139401  et  0.4920499\n",
+      "7.0\n",
+      "Game #: 687\n",
+      "random action =  1\n",
+      "-8.0\n",
+      "Game #: 687\n",
+      "0.0  et  0.1\n",
+      "0.0\n",
+      "Game #: 687\n",
+      "0.199  et  0.19701\n",
+      "1.0\n",
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+      "2.0\n",
+      "Game #: 687\n",
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+      "3.0\n",
+      "Game #: 687\n",
+      "0.3920499  et  0.39601\n",
+      "-8.0\n",
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+      "0.099  et  1.2840699\n",
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+      "-8.0\n",
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+      "Game #: 687\n",
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+      "3.0\n",
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+      "0.29601  et  0.299\n",
+      "-8.0\n",
+      "Game #: 687\n",
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+      "Game #: 687\n",
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+      "Game #: 687\n",
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+      "Game #: 687\n",
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+      "Game #: 687\n",
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+      "Game #: 687\n",
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+      "Game #: 687\n",
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+      "Game #: 687\n",
+      "0.59202  et  0.9850998\n"
+     ]
+    },
+    {
+     "ename": "SystemExit",
+     "evalue": "",
+     "output_type": "error",
+     "traceback": [
+      "An exception has occurred, use %tb to see the full traceback.\n",
+      "\u001b[1;31mSystemExit\u001b[0m\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "C:\\Users\\Pinchemel\\Anaconda3\\lib\\site-packages\\IPython\\core\\interactiveshell.py:2870: UserWarning: To exit: use 'exit', 'quit', or Ctrl-D.\n",
+      "  warn(\"To exit: use 'exit', 'quit', or Ctrl-D.\", stacklevel=1)\n"
+     ]
+    }
+   ],
+   "source": [
+    "n_dist = 100\n",
+    "n_next_dist = 100\n",
+    "\n",
+    "n_vel = 20\n",
+    "\n",
+    "n_width = math.floor(2*player_y_max/5) + 1 \n",
+    "n_next_width = 10\n",
+    "\n",
+    "q_val_array = np.zeros((n_vel, n_width, n_dist, n_next_width, n_next_dist, 2))\n",
+    "\n",
+    "epochs = 1000\n",
+    "game = FlappyBird()\n",
+    "p = PLE(game, frame_skip=1, num_steps=1, force_fps=True, display_screen=True)\n",
+    "\n",
+    "p.init()\n",
+    "\n",
+    "for i in range(epochs):\n",
+    "    p.init()\n",
+    "    old_state = game.getGameState()\n",
+    "    while(not p.game_over()):\n",
+    "        state = game.getGameState()\n",
+    "        \n",
+    "        if (state.get(\"player_y_vel\") != None):\n",
+    "            vel = 10 + int(state.get(\"player_y_vel\"))\n",
+    "        else:\n",
+    "            vel = 0\n",
+    "        \n",
+    "        player_y_rel = player_y_max + int(state.get(\"player_y\")) - int(state.get(\"next_pipe_top_y\"))\n",
+    "        dist = int(state.get(\"next_pipe_dist_to_player\"))\n",
+    "        \n",
+    "        next_player_y_rel = player_y_max + int(state.get(\"player_y\")) - int(state.get(\"next_next_pipe_top_y\"))\n",
+    "        next_dist = int(state.get(\"next_next_pipe_dist_to_player\"))       \n",
+    "\n",
+    "        index_player_y_rel = math.floor(player_y_rel/5)\n",
+    "        index_dist = math.floor(dist / 4)\n",
+    "        \n",
+    "        index_next_player_y_rel = math.floor(next_player_y_rel/100)\n",
+    "        index_next_dist = math.floor(next_dist / 6)\n",
+    "        \n",
+    "        \n",
+    "        if (random.random() < epsilon(i)): # exploration exploitation strategy    \n",
+    "            action = int(bool(random.getrandbits(1)) == True)\n",
+    "            print(\"random action = \", action)\n",
+    "        else: #choose best action from Q(s,a) values\n",
+    "\n",
+    "            qval = q_val_array[vel][index_player_y_rel][index_dist][index_next_player_y_rel][index_next_dist][:]\n",
+    "            qval_av_action = [-9999]*2\n",
+    "            qval_av_action[0] = qval[0]\n",
+    "            qval_av_action[1] = qval[1]\n",
+    "            print(qval[0],\" et \", qval[1])\n",
+    "            action = (np.argmax(qval_av_action))\n",
+    "\n",
+    "        #Take action, observe new state S'\n",
+    "        #Observe reward\n",
+    "        reward = p.act(119*action)\n",
+    "        \n",
+    "        state = game.getGameState()\n",
+    "        custom_reward = reward + c_reward(state, old_state)\n",
+    "        \n",
+    "        if (state.get(\"player_y_vel\") != None):\n",
+    "            vel = 10 + int(state.get(\"player_y_vel\"))\n",
+    "        else:\n",
+    "            vel = 0\n",
+    "            \n",
+    "        player_y_rel = player_y_max + int(state.get(\"player_y\")) - int(state.get(\"next_pipe_top_y\"))\n",
+    "        dist = int(state.get(\"next_pipe_dist_to_player\"))\n",
+    "        \n",
+    "        next_player_y_rel = player_y_max + int(state.get(\"player_y\")) - int(state.get(\"next_next_pipe_top_y\"))\n",
+    "        next_dist = int(state.get(\"next_next_pipe_dist_to_player\"))       \n",
+    "\n",
+    "        index_player_y_rel = math.floor(player_y_rel/5)\n",
+    "        index_dist = math.floor(dist / 4)\n",
+    "        \n",
+    "        index_next_player_y_rel = math.floor(next_player_y_rel/100)\n",
+    "        index_next_dist = math.floor(next_dist / 6)\n",
+    "\n",
+    "        #Get max_Q(S',a)\n",
+    "        newQ = q_val_array[vel][index_player_y_rel][index_dist][index_next_player_y_rel][index_next_dist][:]\n",
+    "        maxQ = np.max(newQ)       \n",
+    "        \n",
+    "        old_state = state\n",
+    "        if reward != -5: #non-terminal state\n",
+    "            update = (custom_reward  + gamma * maxQ)\n",
+    "        else:\n",
+    "            update = reward\n",
+    "        newQ[action] += update #target output        \n",
+    "        \n",
+    "        print(\"Game #: %s\" % (i,))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 69,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": [
+    "def FlappyPolicy(state, screen):\n",
+    "    \n",
+    "    player_y = math.floor(int(state.get(\"player_y\"))/5) \n",
+    "    top = math.floor(int(state.get(\"next_pipe_top_y\"))/5)\n",
+    "    bottom = math.floor(int(state.get(\"next_pipe_bottom_y\"))/5)\n",
+    "    dist = int(state.get(\"next_pipe_dist_to_player\"))\n",
+    "    \n",
+    "    qval = q_val_array[player_y][top][bottom][dist][:]\n",
+    "    qval_av_action[0] = qval[0]\n",
+    "    qval_av_action[1] = qval[1]\n",
+    "    print(qval[0],\" et \", qval[1])\n",
+    "    return  119*(np.argmax(qval_av_action))\n",
+    "\n",
+    "    \n",
+    "    \n",
+    "def greedy_action(network, state):\n",
+    "    Q = network.predict(np.array([x]))\n",
+    "    return np.argmax(Q)\n",
+    "\n",
+    "\n",
+    "def reward(state):\n",
+    "    player_y = float(state.get(\"player_y\")) \n",
+    "    dist = float(state.get(\"next_pipe_dist_to_player\"))\n",
+    "    top = float(state.get(\"next_pipe_top_y\"))\n",
+    "    bottom = float(state.get(\"next_pipe_bottom_y\"))\n",
+    "    \n",
+    "    reward = abs(player_y - 0.5 * (top + bottom)) - 0.5 * (bottom - top)\n",
+    "#     print(reward)    \n",
+    "    if(player_y > top and player_y < bottom):\n",
+    "        return 1\n",
+    "    else:\n",
+    "        return 0"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 70,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+     ]
+    },
+    {
+     "ename": "SystemExit",
+     "evalue": "",
+     "output_type": "error",
+     "traceback": [
+      "An exception has occurred, use %tb to see the full traceback.\n",
+      "\u001b[1;31mSystemExit\u001b[0m\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "C:\\Users\\Pinchemel\\Anaconda3\\lib\\site-packages\\IPython\\core\\interactiveshell.py:2870: UserWarning: To exit: use 'exit', 'quit', or Ctrl-D.\n",
+      "  warn(\"To exit: use 'exit', 'quit', or Ctrl-D.\", stacklevel=1)\n"
+     ]
+    }
+   ],
+   "source": [
+    "#import FlappyPolicy\n",
+    "\n",
+    "game = FlappyBird()\n",
+    "p = PLE(game, fps=30, frame_skip=1, num_steps=1, force_fps=False, display_screen=True)\n",
+    "\n",
+    "p.init()\n",
+    "reward = 0.0\n",
+    "\n",
+    "nb_games = 100\n",
+    "cumulated = np.zeros((nb_games))\n",
+    "\n",
+    "for i in range(nb_games):\n",
+    "    p.reset_game()\n",
+    "    \n",
+    "    while(not p.game_over()):\n",
+    "        state = game.getGameState()\n",
+    "        screen = p.getScreenRGB()\n",
+    "        action=FlappyPolicy(state, screen) ### Your job is to define this function.\n",
+    "        \n",
+    "        reward = p.act(action)\n",
+    "        cumulated[i] = cumulated[i] + reward\n",
+    "\n",
+    "average_score = np.mean(cumulated)\n",
+    "max_score = np.max(cumulated)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/Pinchemel/model_flappy_best_score.dqf b/Pinchemel/model_flappy_best_score.dqf
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diff --git a/Pinchemel/run.py b/Pinchemel/run.py
new file mode 100644
index 0000000..907ef5a
--- /dev/null
+++ b/Pinchemel/run.py
@@ -0,0 +1,28 @@
+# You're not allowed to change this file
+from ple.games.flappybird import FlappyBird
+from ple import PLE
+import numpy as np
+from FlappyAgent import FlappyPolicy
+
+game = FlappyBird()
+p = PLE(game, fps=30, frame_skip=1, num_steps=1, force_fps=True, display_screen=True)
+
+p.init()
+reward = 0.0
+
+nb_games = 100
+cumulated = np.zeros((nb_games))
+
+for i in range(nb_games):
+    p.reset_game()
+    
+    while(not p.game_over()):
+        state = game.getGameState()
+        screen = p.getScreenRGB()
+        action=FlappyPolicy(state, screen) ### Your job is to define this function.
+        
+        reward = p.act(action)
+        cumulated[i] = cumulated[i] + reward
+
+average_score = np.mean(cumulated)
+max_score = np.max(cumulated)

From 0acd6d9d0158db90433cbd8c21c5e2bf3211dc58 Mon Sep 17 00:00:00 2001
From: Nicolas Pinchemel <npinchemel@MSI.localdomain>
Date: Tue, 13 Mar 2018 17:49:52 +0100
Subject: [PATCH 3/3] Final Commit

---
 README.md   | 44 --------------------------------------------
 RLchallenge |  1 -
 run.py      | 28 ----------------------------
 3 files changed, 73 deletions(-)
 delete mode 100644 README.md
 delete mode 160000 RLchallenge
 delete mode 100644 run.py

diff --git a/README.md b/README.md
deleted file mode 100644
index 9e9f30a..0000000
--- a/README.md
+++ /dev/null
@@ -1,44 +0,0 @@
-# RL challenge
-
-Your challenge is to learn to play [Flappy Bird](https://en.wikipedia.org/wiki/Flappy_Bird)!
-
-Flappybird is a side-scrolling game where the agent must successfully nagivate through gaps between pipes. Only two actions in this game: at each time step, either you click and the bird flaps, or you don't click and gravity plays its role.
-
-There are three levels of difficulty in this challenge:
-- Learn an optimal policy with hand-crafted features
-- Learn an optimal policy with raw variables
-- Learn an optimal policy from pixels.
-
-# Your job
-
-Your job is to:
-<ol>
-<li> fork the project at [https://github.com/SupaeroDataScience/RLchallenge](https://github.com/SupaeroDataScience/RLchallenge) on your own github (yes, you'll need one).
-<li> move the only file there ('run.py') under a directory "YourLastName".
-<li> create 'FlappyPolicy.py' in order to implement the function `FlappyPolicy(state,screen)` used below. You're free to add as many extra files as you need. However, you're not allowed to change 'run.py'.
-<li> add any useful material (comments, text files, analysis, etc.)
-<li> make a pull request on the original repository when you're done.
-</ol>
-
-`FlappyPolicy(state,screen)` takes both the game state and the screen as input. It gives you the choice of what you base your policy on:
-<ul>
-<li> If you use the state variables vector and perform some handcrafted feature engineering, you're playing in the "easy" league. If your agent reaches an average score of 15, you're sure to have a grade of at least 10/20 (possibly more if you implement smart stuff and/or provide a smart discussion).
-<li> If you use the state variables vector without altering it (no feature engineering), you're playing in the "good job" league. If your agent reaches an average score of 15, you're sure to have at least 15/20 (possibly more if you implement smart stuff and/or provide a smart discussion).
-<li> If your agent uses only the raw pixels from the image, you're playing in the "Deepmind" league. If your agent reaches an average score of 15, you're sure to have at the maximum grade (plus possible additional benefits).
-</ul>
-
-# Installation
-
-You will need to install a few things to get started.
-First, you will need PyGame.
-
-```
-pip install pygame
-```
-
-And you will need [PLE (PyGame Learning Environment)](https://github.com/ntasfi/PyGame-Learning-Environment).
-```
-git clone https://github.com/ntasfi/PyGame-Learning-Environment.git
-cd PyGame-Learning-Environment/
-pip install -e .
-```
diff --git a/RLchallenge b/RLchallenge
deleted file mode 160000
index b41764a..0000000
--- a/RLchallenge
+++ /dev/null
@@ -1 +0,0 @@
-Subproject commit b41764aeb97e4ca47a397dd1e63d881d50b0e681
diff --git a/run.py b/run.py
deleted file mode 100644
index 4c1c0ae..0000000
--- a/run.py
+++ /dev/null
@@ -1,28 +0,0 @@
-# You're not allowed to change this file
-from ple.games.flappybird import FlappyBird
-from ple import PLE
-import numpy as np
-import FlappyPolicy
-
-game = FlappyBird()
-p = PLE(game, fps=30, frame_skip=1, num_steps=1, force_fps=False, display_screen=True)
-
-p.init()
-reward = 0.0
-
-nb_games = 100
-cumulated = np.zeros((nb_games))
-
-for i in range(nb_games):
-    p.reset_game()
-    
-    while(not p.game_over()):
-        state = game.getGameState()
-        screen = p.getScreenRGB()
-        action=FlappyPolicy(state, screen) ### Your job is to define this function.
-        
-        reward = p.act(action)
-        cumulated[i] = cumulated[i] + reward
-
-average_score = np.mean(cumulated)
-max_score = np.max(cumulated)