Finite-Sample Analysis of Off-Policy Natural Actor-Critic Algorithm

Finite-Sample Analysis of Off-Policy Natural Actor-Critic Algorithm

18 February 2021

Zaiwei Chen

Papers citing "Finite-Sample Analysis of Off-Policy Natural Actor-Critic Algorithm"

6 / 6 papers shown

Title
Policy Mirror Descent for Reinforcement Learning: Linear Convergence, New Sampling Complexity, and Generalized Problem Classes Guanghui Lan 31 120 0 30 Jan 2021
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 249 1,662 0 04 May 2020
A Finite Time Analysis of Two Time-Scale Actor Critic Methods Yue Wu Weitong Zhang Pan Xu Quanquan Gu 37 129 0 04 May 2020
Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting Influential Transitions Omer Gottesman Joseph D. Futoma Yao Liu Soanli Parbhoo L. A. Celi Emma Brunskill Finale Doshi-Velez OffRL 82 48 0 10 Feb 2020
On the Sample Complexity of Actor-Critic Method for Reinforcement Learning with Function Approximation Harshat Kumar Alec Koppel Alejandro Ribeiro 42 71 0 18 Oct 2019
Off-Policy Actor-Critic T. Degris Martha White R. Sutton OffRL CML 99 222 0 22 May 2012