Is Q-Learning Minimax Optimal? A Tight Sample Complexity Analysis

12 February 2021

Papers citing "Is Q-Learning Minimax Optimal? A Tight Sample Complexity Analysis"

3 / 53 papers shown

Title
Finite-Sample Analysis of Off-Policy Natural Actor-Critic with Linear Function Approximation Zaiwei Chen S. Khodadadian S. T. Maguluri OffRL 41 29 0 26 May 2021
Sample Complexity of Asynchronous Q-Learning: Sharper Analysis and Variance Reduction Gen Li Yuting Wei Yuejie Chi Yuantao Gu Yuxin Chen OffRL 13 114 0 04 Jun 2020
A Finite Time Analysis of Two Time-Scale Actor Critic Methods Yue Wu Weitong Zhang Pan Xu Quanquan Gu 88 145 0 04 May 2020