Gradient Temporal-Difference Learning with Regularized Corrections

Gradient Temporal-Difference Learning with Regularized Corrections

1 July 2020

Andrew Patterson

Papers citing "Gradient Temporal-Difference Learning with Regularized Corrections"

14 / 14 papers shown

Title
Central Limit Theorem for Two-Timescale Stochastic Approximation with Markovian Noise: Theory and Applications Jie Hu Vishwaraj Doshi Do Young Eun 38 4 0 17 Jan 2024
Gauss-Newton Temporal Difference Learning with Nonlinear Function Approximation Zhifa Ke Junyu Zhang Zaiwen Wen 24 0 0 25 Feb 2023
Why Target Networks Stabilise Temporal Difference Methods Matt Fellows Matthew Smith Shimon Whiteson OOD AAML 21 7 0 24 Feb 2023
Backstepping Temporal Difference Learning Han-Dong Lim Dong-hwan Lee OffRL 33 2 0 20 Feb 2023
Bridging the Gap Between Target Networks and Functional Regularization Alexandre Piché Valentin Thomas Joseph Marino Rafael Pardiñas Gian Maria Marconi C. Pal Mohammad Emtiyaz Khan 14 1 0 21 Oct 2022
Gradient Descent Temporal Difference-difference Learning Rong Zhu James M. Murray OffRL 19 1 0 10 Sep 2022
Robust Losses for Learning Value Functions Andrew Patterson Victor Liao Martha White 28 12 0 17 May 2022
Regularized Q-learning Han-Dong Lim Donghwan Lee 27 10 0 11 Feb 2022
A Temporal-Difference Approach to Policy Gradient Estimation Samuele Tosatto Andrew Patterson Martha White A. R. Mahmood OffRL 27 1 0 04 Feb 2022
New Versions of Gradient Temporal Difference Learning Dong-hwan Lee Han-Dong Lim Jihoon Park Okyong Choi 42 5 0 09 Sep 2021
Convergent and Efficient Deep Q Network Algorithm Zhikang T. Wang Masahito Ueda 27 12 0 29 Jun 2021
An Empirical Comparison of Off-policy Prediction Learning Algorithms on the Collision Task Sina Ghiassian R. Sutton AAML OffRL 19 5 0 02 Jun 2021
Revisiting Rainbow: Promoting more Insightful and Inclusive Deep Reinforcement Learning Research J. Obando-Ceron Pablo Samuel Castro OffRL 20 105 0 20 Nov 2020
Affordance as general value function: A computational model D. Graves Johannes Günther Jun Luo AI4CE 21 6 0 27 Oct 2020