godka / Pensieve-PPO

The simplest implementation of Pensieve (SIGCOMM' 17) via state-of-the-art RL algorithms, including PPO, DQN, SAC, and support for both TensorFlow and PyTorch.

Date Created 2019-08-01 (5 years ago)

Commits 70 (last one 7 months ago)

Stargazers 66 (0 this week)

Watchers 8 (0 this week)

Forks 34

License bsd-2-clause

Ranking

RepositoryStats indexes 589,668 repositories, of these godka/Pensieve-PPO is ranked #386,873 (34th percentile) for total stargazers, and #245,665 for total watchers. Github reports the primary language for this repository as DIGITAL Command Language, for repositories using this language it is ranked #10/17.

godka/Pensieve-PPO is also tagged with popular topics, for these it's ranked: deep-learning (#6,167/8443), pytorch (#4,346/5979), tensorflow (#1,762/2248), reinforcement-learning (#917/1319)

Other Information

godka/Pensieve-PPO has 2 open pull requests on Github, 4 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there is 1 open issue and 16 closed issues.

Homepage URL: https://godka.github.io/Pensieve-PPO/

All Topics

a2c dqn ppo pytorch pensieve tensorflow deep-learning reinforcement-learning

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Recent Commit History

20 commits on the default branch (torch) since jan '22

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Languages

The primary language is DIGITAL Command Language but there's also others...

updated: 2024-12-03 @ 07:12am, id: 200053383 / R_kgDOC-yShw