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 23 days ago)

Stargazers 17,224 (22 this week)

Watchers 555 (0 this week)

Forks 4,165

License other

Ranking

RepositoryStats indexes 584,353 repositories, of these Unity-Technologies/ml-agents is ranked #1,821 (99th percentile) for total stargazers, and #1,324 for total watchers. Github reports the primary language for this repository as C#, for repositories using this language it is ranked #26/20,744.

Unity-Technologies/ml-agents is also tagged with popular topics, for these it's ranked: deep-learning (#82/8389), machine-learning (#87/7926), unity (#3/2004), reinforcement-learning (#6/1309), unity3d (#2/1078), neural-networks (#8/718), deep-reinforcement-learning (#2/362)

Other Information

Unity-Technologies/ml-agents has 35 open pull requests on Github, 2,720 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 16 open issues and 2,903 closed issues.

There have been 62 releases, the latest one was published on 2024-10-05 (about a month 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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Languages

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

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updated: 2024-11-20 @ 07:14pm, id: 102904613 / R_kgDOBiIzJQ