Finite-sample Analysis of Greedy-GQ with Linear Function Approximation under Markovian Noise

20 May 2020

Papers citing "Finite-sample Analysis of Greedy-GQ with Linear Function Approximation under Markovian Noise"

9 / 9 papers shown

Title
Regularized Q-Learning with Linear Function Approximation Jiachen Xi Alfredo Garcia P. Momcilovic 38 2 0 26 Jan 2024
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 34 1 0 06 Sep 2022
Target Network and Truncation Overcome The Deadly Triad in $Q$ -Learning Zaiwei Chen John-Paul Clarke S. T. Maguluri 20 19 0 05 Mar 2022
Finite-Time Error Bounds for Distributed Linear Stochastic Approximation Yixuan Lin V. Gupta Ji Liu 32 3 0 24 Nov 2021
Global Optimality and Finite Sample Analysis of Softmax Off-Policy Actor Critic under State Distribution Mismatch Shangtong Zhang Rémi Tachet des Combes Romain Laroche 30 10 0 04 Nov 2021
Online Robust Reinforcement Learning with Model Uncertainty Yue Wang Shaofeng Zou OOD OffRL 76 97 0 29 Sep 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
Enhanced Pub/Sub Communications for Massive IoT Traffic with SARSA Reinforcement Learning Carlos R. E. Arruda Pedro F. Moraes N. Agoulmine Joberto S. B. Martins 15 7 0 03 Jan 2021