vwxyzjn / cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Date Created 2019-06-07 (5 years ago)

Commits 828 (last one 16 days ago)

Stargazers 4,793 (35 this week)

Watchers 35 (0 this week)

Forks 557

License other

Ranking

RepositoryStats indexes 533,807 repositories, of these vwxyzjn/cleanrl is ranked #9,201 (98th percentile) for total stargazers, and #60,934 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #1,344/103,260.

vwxyzjn/cleanrl is also tagged with popular topics, for these it's ranked: python (#676/20418), deep-learning (#315/7824), machine-learning (#352/7366), pytorch (#168/5583), reinforcement-learning (#35/1184), deep-reinforcement-learning (#15/337)

Other Information

vwxyzjn/cleanrl has 23 open pull requests on Github, 211 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 38 open issues and 135 closed issues.

There have been 18 releases, the latest one was published on 2022-11-14 (about a year ago) with the name v1.0.0 CleanRL Release 🎉.

Homepage URL: http://docs.cleanrl.dev

All Topics

a2c ale gym ppo atari wandb python pytorch actor-critic deep-learning machine-learning advantage-actor-critic phasic-policy-gradient reinforcement-learning deep-reinforcement-learning proximal-policy-optimization

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159 commits on the default branch (master) since jan '22

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The primary language is Python but there's also others...

updated: 2024-06-27 @ 02:40am, id: 190776339 / R_kgDOC18EEw