An Approximate Policy Iteration Viewpoint of Actor-Critic Algorithms

An Approximate Policy Iteration Viewpoint of Actor-Critic Algorithms

5 August 2022

Zaiwei Chen

Papers citing "An Approximate Policy Iteration Viewpoint of Actor-Critic Algorithms"

5 / 5 papers shown

Title
Finite-Sample Analysis of Off-Policy Natural Actor-Critic Algorithm S. Khodadadian Zaiwei Chen S. T. Maguluri CML OffRL 69 26 0 18 Feb 2021
Policy Mirror Descent for Reinforcement Learning: Linear Convergence, New Sampling Complexity, and Generalized Problem Classes Guanghui Lan 87 136 0 30 Jan 2021
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
On the Sample Complexity of Actor-Critic Method for Reinforcement Learning with Function Approximation Harshat Kumar Alec Koppel Alejandro Ribeiro 99 79 0 18 Oct 2019
Rollout Sampling Approximate Policy Iteration Christos Dimitrakakis M. Lagoudakis OffRL 62 73 0 14 May 2008