Settling the Horizon-Dependence of Sample Complexity in Reinforcement Learning

Yuanzhi Li, Ruosong Wang, Lin F. Yang. Settling the Horizon-Dependence of Sample Complexity in Reinforcement Learning. In 62nd IEEE Annual Symposium on Foundations of Computer Science, FOCS 2021, Denver, CO, USA, February 7-10, 2022. pages 965-976, IEEE, 2021. [doi]

Abstract

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