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Description

The purpose of this repository is to summarise some of Offline RL's research to help build a knowledge framework for beginners in this topic (partly referenced hanjuku-kaso/awesome-offline-rl)

Reinforcement Learning Primer

Papers

Review/Survey/Position Papers

Offline RL: Theory/Methods

Policy Constraints

Regularization

Uncertainty Estimation

Offline RL: Benchmarks/Experiments

Offline RL: Applications

Open Source Software/Implementations

Blog

Tutorials/Talks/Lectures