Porygon2

Successor from meloetta, hence porygon 2

Porygon2 provides:

• A websocket server written in Node.js wrapped around the sim and client packages from pkmn.
• A reinforcement learning framework for interacting with this server. Currently supports Magnetic Mirror Descent in an asynchronous IMPALA style.

Overview

Porygon2 is a platform that simulates Pokémon battles and provides an environment for training reinforcement learning agents. It leverages the pkmn library for accurate game mechanics and offers a server-client architecture to facilitate interactions between agents and the simulation environment.

Installation

TODO

3. Activate the Python Virtual Environment

After running the script, your Python virtual environment is activated. If you open a new terminal session, reactivate it using:

source venv/bin/activate

Training

./sh start.sh

Client Setup

./sh eval.sh

Scripts

The scripts/ directory contains helper scripts for various tasks:

• compile_protos.sh: Compiles protocol buffer definitions.
• generate_requirements.sh: Generates requirements.txt files.
• lint.sh: Runs code linters to ensure code quality.
• make_data.sh: Generates necessary data for the project.