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 832 (last one about a month ago)

Stargazers 5,928 (35 this week)

Watchers 38 (-1 this week)

Forks 672

License other

Ranking

RepositoryStats indexes 595,856 repositories, of these vwxyzjn/cleanrl is ranked #7,692 (99th percentile) for total stargazers, and #56,795 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #1,179/119,431.

vwxyzjn/cleanrl is also tagged with popular topics, for these it's ranked: python (#614/22324), deep-learning (#275/8512), machine-learning (#304/8063), pytorch (#147/6025), reinforcement-learning (#33/1337), deep-reinforcement-learning (#14/368)

Other Information

vwxyzjn/cleanrl has 26 open pull requests on Github, 215 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 48 open issues and 138 closed issues.

There have been 18 releases, the latest one was published on 2022-11-14 (2 years 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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163 commits on the default branch (master) since jan '22

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

updated: 2024-12-21 @ 04:35pm, id: 190776339 / R_kgDOC18EEw