Optimality and Approximation with Policy Gradient Methods in Markov Decision Processes

Alekh Agarwal, Sham M. Kakade, Jason D. Lee, Gaurav Mahajan. Optimality and Approximation with Policy Gradient Methods in Markov Decision Processes. In Jacob D. Abernethy, Shivani Agarwal 0001, editors, Conference on Learning Theory, COLT 2020, 9-12 July 2020, Virtual Event [Graz, Austria]. Volume 125 of Proceedings of Machine Learning Research, pages 64-66, PMLR, 2020. [doi]

Abstract

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