Finite Sample Analysis of the GTD Policy Evaluation Algorithms in Markov Setting

21 September 2018

Papers citing "Finite Sample Analysis of the GTD Policy Evaluation Algorithms in Markov Setting"

8 / 8 papers shown

Title
Tight Finite Time Bounds of Two-Time-Scale Linear Stochastic Approximation with Markovian Noise Shaan ul Haque S. Khodadadian S. T. Maguluri 44 11 0 31 Dec 2023
Finite-Time Error Bounds for Greedy-GQ Yue Wang Yi Zhou Shaofeng Zou 31 1 0 06 Sep 2022
Finite-Time Error Bounds for Distributed Linear Stochastic Approximation Yixuan Lin V. Gupta Ji Liu 32 3 0 24 Nov 2021
Greedy-GQ with Variance Reduction: Finite-time Analysis and Improved Complexity Shaocong Ma Ziyi Chen Yi Zhou Shaofeng Zou 17 11 0 30 Mar 2021
Single-Timescale Stochastic Nonconvex-Concave Optimization for Smooth Nonlinear TD Learning Shuang Qiu Zhuoran Yang Xiaohan Wei Jieping Ye Zhaoran Wang 33 38 0 23 Aug 2020
Actor-Critic Provably Finds Nash Equilibria of Linear-Quadratic Mean-Field Games Zuyue Fu Zhuoran Yang Yongxin Chen Zhaoran Wang 14 54 0 16 Oct 2019
A Multistep Lyapunov Approach for Finite-Time Analysis of Biased Stochastic Approximation Gang Wang Bingcong Li G. Giannakis 29 28 0 10 Sep 2019
On the Global Convergence of Actor-Critic: A Case for Linear Quadratic Regulator with Ergodic Cost Zhuoran Yang Yongxin Chen Mingyi Hong Zhaoran Wang 32 39 0 14 Jul 2019