RL in Markov Games with Independent Function Approximation: Improved Sample Complexity Bound under the Local Access Model

Junyi Fan, Yuxuan Han, Jialin Zeng, Jian-Feng Cai 0001, Yang Wang, Yang Xiang, Jiheng Zhang. RL in Markov Games with Independent Function Approximation: Improved Sample Complexity Bound under the Local Access Model. In Sanjoy Dasgupta, Stephan Mandt, Yingzhen Li, editors, International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain. Volume 238 of Proceedings of Machine Learning Research, pages 2035-2043, PMLR, 2024. [doi]

Abstract

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