https://github.com/coreylowman/rl_simply

Simple pytorch implementations of RL algorithms
https://github.com/coreylowman/rl_simply

pytorch reinforcement-learning reinforcement-learning-algorithms rl sac soft-actor-critic td3

Last synced: 27 days ago
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Simple pytorch implementations of RL algorithms

• Host: GitHub
• URL: https://github.com/coreylowman/rl_simply
• Owner: coreylowman
• Created: 2021-02-22T13:02:04.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2022-07-07T17:09:14.000Z (over 2 years ago)
• Last Synced: 2024-08-05T06:05:44.105Z (3 months ago)
• Topics: pytorch, reinforcement-learning, reinforcement-learning-algorithms, rl, sac, soft-actor-critic, td3
• Language: Python
• Homepage:
• Size: 24.4 KB
• Stars: 1
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# RL Simply

Simple pytorch implementations of RL algorithms

- [x] SAC (https://arxiv.org/pdf/1812.05905.pdf)

- [x] TD3 (https://arxiv.org/pdf/1802.09477.pdf)

- [ ] Rainbow DQN (https://arxiv.org/pdf/1710.02298.pdf)

  - [x] Double DQN

  - [x] Dueling DQN

  - [ ] Distributional DQN

  - [ ] N step DQN

  - [ ] Noisy DQN

  - [ ] Prioritzed Replay