Offline Reinforcement Learning: Fundamental Barriers for Value Function Approximation

Dylan J. Foster, Akshay Krishnamurthy, David Simchi-Levi, Yunzong Xu. Offline Reinforcement Learning: Fundamental Barriers for Value Function Approximation. 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 3489, PMLR, 2022. [doi]

Abstract

Abstract is missing.