Analysis of a Target-Based Actor-Critic Algorithm with Linear Function Approximation

14 June 2021

Papers citing "Analysis of a Target-Based Actor-Critic Algorithm with Linear Function Approximation"

10 / 10 papers shown

Title
Global Optimality of Single-Timescale Actor-Critic under Continuous State-Action Space: A Study on Linear Quadratic Regulator Xuyang Chen Jingliang Duan Lin Zhao 48 1 0 02 May 2025
An Improved Finite-time Analysis of Temporal Difference Learning with Deep Neural Networks Zhifa Ke Zaiwen Wen Junyu Zhang 27 0 0 07 May 2024
Natural Policy Gradient and Actor Critic Methods for Constrained Multi-Task Reinforcement Learning Sihan Zeng Thinh T. Doan Justin Romberg 32 0 0 03 May 2024
Central Limit Theorem for Two-Timescale Stochastic Approximation with Markovian Noise: Theory and Applications Jie Hu Vishwaraj Doshi Do Young Eun 28 4 0 17 Jan 2024
Global Convergence of Two-timescale Actor-Critic for Solving Linear Quadratic Regulator Xu-yang Chen Jingliang Duan Yingbin Liang Lin Zhao 17 6 0 18 Aug 2022
Actor-Critic based Improper Reinforcement Learning Mohammadi Zaki Avinash Mohan Aditya Gopalan Shie Mannor 11 2 0 19 Jul 2022
A Small Gain Analysis of Single Timescale Actor Critic Alexander Olshevsky Bahman Gharesifard 17 20 0 04 Mar 2022
A Two-Time-Scale Stochastic Optimization Framework with Applications in Control and Reinforcement Learning Sihan Zeng Thinh T. Doan J. Romberg 63 22 0 29 Sep 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