https://github.com/seungjaeryanlee/combined-experience-replay

A Deeper Look at Experience Replay (Zhang and Sutton, 2017)
https://github.com/seungjaeryanlee/combined-experience-replay

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A Deeper Look at Experience Replay (Zhang and Sutton, 2017)

• Host: GitHub
• URL: https://github.com/seungjaeryanlee/combined-experience-replay
• Owner: seungjaeryanlee
• License: mit
• Created: 2018-10-05T00:23:01.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2022-12-08T02:58:47.000Z (about 2 years ago)
• Last Synced: 2024-05-02T03:46:49.421Z (9 months ago)
• Language: Python
• Size: 1.13 MB
• Stars: 2
• Watchers: 4
• Forks: 4
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Combined Experience Replay

**Paper**: A Deeper Look at Experience Replay

**Author**: Shangtong Zhang and Richard S. Sutton

[[Arxiv]](https://arxiv.org/abs/1712.01275) [[In-depth Review]](https://www.endtoend.ai/slowpapers/a-deeper-look-at-experience-replay/)

## Implementation

 - Nonlinear function representation on LunarLander-v2

 - Did not implement timeout or partial-episode-bootstrap (PEB)