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

22 February 2023

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

9 / 9 papers shown

Title
Functional Acceleration for Policy Mirror Descent Veronica Chelu Doina Precup 60 0 0 23 Jul 2024
A general sample complexity analysis of vanilla policy gradient Rui Yuan Robert Mansel Gower A. Lazaric 90 64 0 23 Jul 2021
On the Linear convergence of Natural Policy Gradient Algorithm S. Khodadadian P. Jhunjhunwala Sushil Mahavir Varma S. T. Maguluri 70 57 0 04 May 2021
Breaking the Sample Size Barrier in Model-Based Reinforcement Learning with a Generative Model Gen Li Yuting Wei Yuejie Chi Yuxin Chen 91 128 0 26 May 2020
Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs Lior Shani Yonathan Efroni Shie Mannor 47 175 0 06 Sep 2019
Model-Based Reinforcement Learning with a Generative Model is Minimax Optimal Alekh Agarwal Sham Kakade Lin F. Yang OffRL 81 170 0 10 Jun 2019
Global Optimality Guarantees For Policy Gradient Methods Jalaj Bhandari Daniel Russo 65 193 0 05 Jun 2019
A Theory of Regularized Markov Decision Processes Matthieu Geist B. Scherrer Olivier Pietquin 107 325 0 31 Jan 2019
Improved and Generalized Upper Bounds on the Complexity of Policy Iteration B. Scherrer 78 76 0 03 Jun 2013