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.

Date Created 2017-09-08 (7 years ago)

Commits 3,529 (last one 4 months ago)

Stargazers 17,859 (42 this week)

Watchers 557 (1 this week)

Forks 4,240

License other

Ranking

RepositoryStats indexes 630,443 repositories, of these Unity-Technologies/ml-agents is ranked #1,852 (99th percentile) for total stargazers, and #1,319 for total watchers. Github reports the primary language for this repository as C#, for repositories using this language it is ranked #25/22,172.

Unity-Technologies/ml-agents is also tagged with popular topics, for these it's ranked: deep-learning (#82/8798), machine-learning (#89/8384), unity (#3/2146), reinforcement-learning (#6/1445), unity3d (#2/1146), neural-networks (#8/758), deep-reinforcement-learning (#2/380)

Other Information

Unity-Technologies/ml-agents has 39 open pull requests on Github, 2,720 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 6 open issues and 2,928 closed issues.

There have been 62 releases, the latest one was published on 2024-10-05 (5 months ago) with the name ML-Agents Release 22.

Homepage URL: https://unity.com/products/machine-learning-agents

All Topics

unity unity3d deep-learning neural-networks machine-learning reinforcement-learning deep-reinforcement-learning

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Recent Commit History

168 commits on the default branch (develop) since jan '22

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The primary language is C# but there's also others...

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updated: 2025-03-24 @ 03:47pm, id: 102904613 / R_kgDOBiIzJQ