Unity 机器学习代理工具包 (ML-Agents) 是一个开源项目，它使游戏和模拟能够作为训练智能代理的环境。

unity3d unity unity-tech reinforcement-le deep-learning deep-reinforcement-learning neural-networks

文件历史

GitHub 8ec5ab62 Develop side channels: migrate reset parameters (#2990 ) * [WIP] Side Channel initial layout * Working prototype for raw bytes * fixing format mistake * Added some errors and some unit tests in C# * Added the side channel for the Engine Configuration. (#2958) * Added the side channel for the Engine Configuration. Note that this change does not require modifying a lot of files : - Adding a sender in Python - Adding a receiver in C# - subscribe the receiver to the communicator (here is a one liner in the Academy) - Add the side channel to the Python UnityEnvironment (not represented here) Adding the side channel to the environment would look like such : ```python from mlagents.envs.environment import UnityEnvironment from mlagents.envs.side_channel.raw_bytes_channel import RawBytesChannel from mlagents.envs.side_channel.engine_configuration_channel import EngineConfigurationChannel channel0 = RawBytesChannel() channel1 = EngineConfigurationChanne...		5 年前
..
mlagents	Develop side channels: migrate reset parameters (#2990)	5 年前
README.md	Fixing tables in documentation and other markdown errors. (#1199)	6 年前
setup.py	Allow --version argument in mlagents-learn (#2942)	5 年前

README.md

Unity ML-Agents Python Interface and Trainers

The mlagents Python package is part of the ML-Agents Toolkit. mlagents provides a Python API that allows direct interaction with the Unity game engine as well as a collection of trainers and algorithms to train agents in Unity environments.

The mlagents Python package contains two sub packages:

mlagents.envs: A low level API which allows you to interact directly with a Unity Environment. See here for more information on using this package.
mlagents.trainers: A set of Reinforcement Learning algorithms designed to be used with Unity environments. Access them using the: mlagents-learn access point. See here for more information on using this package.

Installation

Install the mlagents package with:

pip install mlagents

Usage & More Information

For more detailed documentation, check out the ML-Agents Toolkit documentation.