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 (6 years ago)

Commits 3,522 (last one 28 days ago)

Stargazers 16,473 (21 this week)

Watchers 551 (0 this week)

Forks 4,079

License other

Ranking

RepositoryStats indexes 523,840 repositories, of these Unity-Technologies/ml-agents is ranked #1,774 (99th percentile) for total stargazers, and #1,333 for total watchers. Github reports the primary language for this repository as C#, for repositories using this language it is ranked #26/18,735.

Unity-Technologies/ml-agents is also tagged with popular topics, for these it's ranked: deep-learning (#80/7720), machine-learning (#85/7264), unity (#3/1794), reinforcement-learning (#6/1166), unity3d (#2/984), neural-networks (#9/668), deep-reinforcement-learning (#2/332)

Other Information

Unity-Technologies/ml-agents has 32 open pull requests on Github, 2,712 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 11 open issues and 2,868 closed issues.

There have been 61 releases, the latest one was published on 2023-10-09 (7 months ago) with the name ML-Agents Release 21.

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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Github watchers over time, collection started in '23

Recent Commit History

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

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Languages

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

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updated: 2024-05-31 @ 07:19pm, id: 102904613 / R_kgDOBiIzJQ