Reinforcement Learning for Non-Stationary Markov Decision Processes: The Blessing of (More) Optimism

Wang Chi Cheung, David Simchi-Levi, Ruihao Zhu. Reinforcement Learning for Non-Stationary Markov Decision Processes: The Blessing of (More) Optimism. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 1843-1854, PMLR, 2020. [doi]

Abstract

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