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An index of algorithms for offline reinforcement learning (offline-rl)

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awesome-offline-rl

This is a collection of research and review papers for offline reinforcement learning (offline rl). Feel free to star and fork.

Maintainers:

We are looking for more contributors and maintainers! Please feel free to pull requests.

format:
- [title](paper link) [links]
  - author1, author2, and author3. arXiv/conferences/journals/, year.

For any questions, feel free to contact: [email protected]

Table of Contents

Papers

Review/Survey/Position Papers

Offline RL

Off-Policy Evaluation and Learning

Related Reviews

Offline RL: Theory/Methods

Offline RL: Benchmarks/Experiments

Offline RL: Applications

Off-Policy Evaluation and Learning: Theory/Methods

Off-Policy Evaluation: Contextual Bandits

Off-Policy Evaluation: Reinforcement Learning

Off-Policy Learning

Off-Policy Evaluation and Learning: Benchmarks/Experiments

Off-Policy Evaluation and Learning: Applications

Open Source Software/Implementations

Blog/Podcast

Blog

Podcast

Related Workshops

Tutorials/Talks/Lectures