Unity-Technologies/ml-agents

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

C#PythonJupyter NotebookShaderLabShellBatchfilemachine-learningreinforcement-learningdeep-learningunityunity3ddeep-reinforcement-learningneural-networks
This is stars and forks stats for /Unity-Technologies/ml-agents repository. As of 07 Dec, 2023 this repository has 15450 stars and 3969 forks.

Unity ML-Agents Toolkit (latest release) (all releases) The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents. We provide implementations (based on PyTorch) of state-of-the-art algorithms to enable game developers and hobbyists to easily train intelligent agents for 2D, 3D and VR/AR games. Researchers can also use the provided simple-to-use Python API to train Agents using reinforcement...
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