Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/vwxyzjn/cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
https://github.com/vwxyzjn/cleanrl
a2c actor-critic advantage-actor-critic ale atari deep-learning deep-reinforcement-learning gym machine-learning phasic-policy-gradient ppo proximal-policy-optimization python pytorch reinforcement-learning wandb
Last synced: about 2 months ago
JSON representation
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
- Host: GitHub
- URL: https://github.com/vwxyzjn/cleanrl
- Owner: vwxyzjn
- License: other
- Created: 2019-06-07T16:31:50.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2024-07-19T14:53:48.000Z (2 months ago)
- Last Synced: 2024-07-21T16:20:43.102Z (about 2 months ago)
- Topics: a2c, actor-critic, advantage-actor-critic, ale, atari, deep-learning, deep-reinforcement-learning, gym, machine-learning, phasic-policy-gradient, ppo, proximal-policy-optimization, python, pytorch, reinforcement-learning, wandb
- Language: Python
- Homepage: http://docs.cleanrl.dev
- Size: 133 MB
- Stars: 4,954
- Watchers: 35
- Forks: 571
- Open Issues: 66
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- Funding: .github/FUNDING.yml
- License: LICENSE
Awesome Lists containing this project
- StarryDivineSky - vwxyzjn/cleanrl
- awesome-production-machine-learning - CleanRL - CleanRL is a Deep Reinforcement Learning library that provides high-quality single-file implementation with research-friendly features. The implementation is clean and simple, yet we can scale it to run thousands of experiments using AWS Batch. (Industry Strength RL)