Shypd.aiThe largest open index of AI toolsawesome-offline-rl is an open-source research and education tool that indexes algorithms for offline reinforcement learning. It provides a curated collection of research papers and resources for the field.
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awesome-offline-rl is a comprehensive, open-source collection of research and review papers specifically focused on offline reinforcement learning (offline-rl) algorithms. Maintained by researchers from Cornell University and Hanjuku-kaso Co., Ltd., this repository serves as a valuable index for anyone delving into the field. It organizes papers into categories such as Review/Survey/Position Papers, Offline RL: Theory/Methods, Benchmarks/Experiments, and Applications, as well as Off-Policy Evaluation and Learning. The resource also lists open-source software, implementations, blogs, podcasts, workshops, tutorials, and talks, making it a central hub for academic and practical insights into offline RL. Contributions are welcomed to expand and maintain this growing index.
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