Global Convergence of Two-timescale Actor-Critic for Solving Linear
Quadratic Regulator

Global Convergence of Two-timescale Actor-Critic for Solving Linear Quadratic Regulator

18 August 2022

Jingliang Duan

Papers citing "Global Convergence of Two-timescale Actor-Critic for Solving Linear Quadratic Regulator"

5 / 5 papers shown

Title
Deep Reinforcement Learning for Infinite Horizon Mean Field Problems in Continuous Spaces Andrea Angiuli J. Fouque Ruimeng Hu Alan Raydan 35 5 0 19 Sep 2023
Actor-critic is implicitly biased towards high entropy optimal policies Yuzheng Hu Ziwei Ji Matus Telgarsky 60 11 0 21 Oct 2021
On Linear Convergence of Policy Gradient Methods for Finite MDPs Jalaj Bhandari Daniel Russo 59 59 0 21 Jul 2020
A Finite Time Analysis of Two Time-Scale Actor Critic Methods Yue Wu Weitong Zhang Pan Xu Quanquan Gu 90 146 0 04 May 2020
On the Sample Complexity of Actor-Critic Method for Reinforcement Learning with Function Approximation Harshat Kumar Alec Koppel Alejandro Ribeiro 104 79 0 18 Oct 2019