Single Time-scale Actor-critic Method to Solve the Linear Quadratic Regulator with Convergence Guarantees

31 January 2022

Papers citing "Single Time-scale Actor-critic Method to Solve the Linear Quadratic Regulator with Convergence Guarantees"

4 / 4 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
Fast Two-Time-Scale Stochastic Gradient Method with Applications in Reinforcement Learning Sihan Zeng Thinh T. Doan 49 5 0 15 May 2024
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