Optimal Convergence Rate for Exact Policy Mirror Descent in Discounted Markov Decision Processes

Emmeran Johnson, Ciara Pike-Burke, Patrick Rebeschini. Optimal Convergence Rate for Exact Policy Mirror Descent in Discounted Markov Decision Processes. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

Abstract

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