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Ervin T
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[docs] Update changelog to release_3_docs links (#4098)
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com.unity.ml-agents/CHANGELOG.md

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@@ -14,15 +14,15 @@ and this project adheres to
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- `max_step` in the `TerminalStep` and `TerminalSteps` objects was renamed `interrupted`.
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- `beta` and `epsilon` in `PPO` are no longer decayed by default but follow the same schedule as learning rate. (#3940)
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- `get_behavior_names()` and `get_behavior_spec()` on UnityEnvironment were replaced by the `behavior_specs` property. (#3946)
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- The first version of the Unity Environment Registry (Experimental) has been released. More information [here](https://github.com/Unity-Technologies/ml-agents/blob/master/docs/Unity-Environment-Registry.md)(#3967)
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- The first version of the Unity Environment Registry (Experimental) has been released. More information [here](https://github.com/Unity-Technologies/ml-agents/blob/release_3_docs/docs/Unity-Environment-Registry.md)(#3967)
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- `use_visual` and `allow_multiple_visual_obs` in the `UnityToGymWrapper` constructor
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were replaced by `allow_multiple_obs` which allows one or more visual observations and
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vector observations to be used simultaneously. (#3981) Thank you @shakenes !
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- Curriculum and Parameter Randomization configurations have been merged
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into the main training configuration file. Note that this means training
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configuration files are now environment-specific. (#3791)
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- The format for trainer configuration has changed, and the "default" behavior has been deprecated.
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See the [Migration Guide](https://github.com/Unity-Technologies/ml-agents/blob/master/docs/Migrating.md) for more details. (#3936)
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See the [Migration Guide](https://github.com/Unity-Technologies/ml-agents/blob/release_3_docs/docs/Migrating.md) for more details. (#3936)
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- Training artifacts (trained models, summaries) are now found in the `results/`
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directory. (#3829)
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- When using Curriculum, the current lesson will resume if training is quit and resumed. As such,
@@ -83,7 +83,7 @@ vector observations to be used simultaneously. (#3981) Thank you @shakenes !
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- Introduced the `SideChannelManager` to register, unregister and access side
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channels. (#3807)
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- `Academy.FloatProperties` was replaced by `Academy.EnvironmentParameters`.
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See the [Migration Guide](https://github.com/Unity-Technologies/ml-agents/blob/master/docs/Migrating.md)
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See the [Migration Guide](https://github.com/Unity-Technologies/ml-agents/blob/release_1_docs/docs/Migrating.md)
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for more details on upgrading. (#3807)
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- `SideChannel.OnMessageReceived` is now a protected method (was public)
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- SideChannel IncomingMessages methods now take an optional default argument,
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`--load`. (#3705)
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- The Jupyter notebooks have been removed from the repository. (#3704)
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- The multi-agent gym option was removed from the gym wrapper. For multi-agent
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scenarios, use the [Low Level Python API](https://github.com/Unity-Technologies/ml-agents/blob/master/docs/Python-API.md). (#3681)
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scenarios, use the [Low Level Python API](https://github.com/Unity-Technologies/ml-agents/blob/release_1_docs/docs/Python-API.md). (#3681)
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- The low level Python API has changed. You can look at the document
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[Low Level Python API](https://github.com/Unity-Technologies/ml-agents/blob/master/docs/Python-API.md)
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[Low Level Python API](https://github.com/Unity-Technologies/ml-agents/blob/release_1_docs/docs/Python-API.md)
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documentation for more information. If you use `mlagents-learn` for training, this should be a
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transparent change. (#3681)
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- Added ability to start training (initialize model weights) from a previous run

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