Finite Sample Analysis of Linear Temporal Difference Learning with Arbitrary Features

27 May 2025

Papers citing "Finite Sample Analysis of Linear Temporal Difference Learning with Arbitrary Features"

6 / 6 papers shown

Title
Almost Sure Convergence Rates and Concentration of Stochastic Approximation and Reinforcement Learning with Markovian Noise Xiaochi Qian Zixuan Xie Xinyu Liu Shangtong Zhang 74 3 0 20 Nov 2024
Stochastic Approximation with Unbounded Markovian Noise: A General-Purpose Theorem Shaan ul Haque S. T. Maguluri 21 1 0 29 Oct 2024
Breaking the Deadly Triad with a Target Network Shangtong Zhang Hengshuai Yao Shimon Whiteson AAML 28 44 0 21 Jan 2021
On Convergence of Gradient Expected Sarsa( $λ$ ) Long Yang Gang Zheng Yu Zhang Qian Zheng Pengfei Li Gang Pan 48 3 0 14 Dec 2020
GradientDICE: Rethinking Generalized Offline Estimation of Stationary Values Shangtong Zhang Bo Liu Shimon Whiteson OffRL 7 103 0 29 Jan 2020
On Convergence of Emphatic Temporal-Difference Learning Huizhen Yu OffRL 25 73 0 08 Jun 2015