Momentum Q-learning with Finite-Sample Convergence Guarantee

30 July 2020

Wei Zhang

Papers citing "Momentum Q-learning with Finite-Sample Convergence Guarantee"

4 / 4 papers shown

Title
Breaking the Sample Complexity Barrier to Regret-Optimal Model-Free Reinforcement Learning Gen Li Laixi Shi Yuxin Chen Yuejie Chi OffRL 47 51 0 09 Oct 2021
UCB Momentum Q-learning: Correcting the bias without forgetting Pierre Menard O. D. Domingues Xuedong Shang Michal Valko 79 41 0 01 Mar 2021
Is Q-Learning Minimax Optimal? A Tight Sample Complexity Analysis Gen Li Changxiao Cai Ee Yuting Wei Yuejie Chi OffRL 48 75 0 12 Feb 2021
Finite-Time Analysis for Double Q-learning Huaqing Xiong Linna Zhao Yingbin Liang Wei Zhang 25 31 0 29 Sep 2020