Decision-Aware Actor-Critic with Function Approximation and Theoretical
Guarantees

Decision-Aware Actor-Critic with Function Approximation and Theoretical Guarantees

24 May 2023

Reza Babanezhad

Nicolas Le Roux

Papers citing "Decision-Aware Actor-Critic with Function Approximation and Theoretical Guarantees"

5 / 5 papers shown

Title
Functional Acceleration for Policy Mirror Descent Veronica Chelu Doina Precup 28 0 0 23 Jul 2024
Optimal Convergence Rate for Exact Policy Mirror Descent in Discounted Markov Decision Processes Emmeran Johnson Ciara Pike-Burke Patrick Rebeschini 26 11 0 22 Feb 2023
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
Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition Hamed Karimi J. Nutini Mark W. Schmidt 119 1,198 0 16 Aug 2016