Sample-Efficient Reinforcement Learning in the Presence of Exogenous Information

Yonathan Efroni, Dylan J. Foster, Dipendra Misra, Akshay Krishnamurthy, John Langford 0001. Sample-Efficient Reinforcement Learning in the Presence of Exogenous Information. In Po-Ling Loh, Maxim Raginsky, editors, Conference on Learning Theory, 2-5 July 2022, London, UK. Volume 178 of Proceedings of Machine Learning Research, pages 5062-5127, PMLR, 2022. [doi]

Authors

Yonathan Efroni

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Dylan J. Foster

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Dipendra Misra

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Akshay Krishnamurthy

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John Langford 0001

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