Rate of Convergence and Error Bounds for LSTD( $λ$ )

13 May 2014

Papers citing "Rate of Convergence and Error Bounds for LSTD($λ$)"

8 / 8 papers shown

Title
An Improved Finite-time Analysis of Temporal Difference Learning with Deep Neural Networks Zhifa Ke Zaiwen Wen Junyu Zhang 37 0 0 07 May 2024
A Lyapunov Theory for Finite-Sample Guarantees of Asynchronous Q-Learning and TD-Learning Variants Zaiwei Chen S. T. Maguluri Sanjay Shakkottai Karthikeyan Shanmugam OffRL 105 54 0 02 Feb 2021
CRPO: A New Approach for Safe Reinforcement Learning with Convergence Guarantee Tengyu Xu Yingbin Liang Guanghui Lan 49 122 0 11 Nov 2020
Finite-Sample Analysis of Proximal Gradient TD Algorithms Bo Liu Ji Liu Mohammad Ghavamzadeh Sridhar Mahadevan Marek Petrik 19 157 0 06 Jun 2020
Feature-Based Q-Learning for Two-Player Stochastic Games Zeyu Jia Lin F. Yang Mengdi Wang 21 45 0 02 Jun 2019
Finite-Sample Analysis for SARSA with Linear Function Approximation Shaofeng Zou Tengyu Xu Yingbin Liang 32 146 0 06 Feb 2019
A Theoretical Analysis of Deep Q-Learning Jianqing Fan Zhuoran Yang Yuchen Xie Zhaoran Wang 28 596 0 01 Jan 2019
Incremental Truncated LSTD Clement Gehring Yangchen Pan Martha White 14 10 0 26 Nov 2015