Breaking the Deadly Triad with a Target Network

Breaking the Deadly Triad with a Target Network

21 January 2021

Shangtong Zhang

Shimon Whiteson

Papers citing "Breaking the Deadly Triad with a Target Network"

14 / 14 papers shown

Title
Simplifying Deep Temporal Difference Learning Matteo Gallici Mattie Fellows Benjamin Ellis B. Pou Ivan Masmitja Jakob Foerster Mario Martin OffRL 62 17 0 05 Jul 2024
Regularized Q-Learning with Linear Function Approximation Jiachen Xi Alfredo Garcia P. Momcilovic 38 2 0 26 Jan 2024
TD Convergence: An Optimization Perspective Kavosh Asadi Shoham Sabach Yao Liu Omer Gottesman Rasool Fakoor MU 25 8 0 30 Jun 2023
Why Target Networks Stabilise Temporal Difference Methods Matt Fellows Matthew Smith Shimon Whiteson OOD AAML 21 7 0 24 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
Target Network and Truncation Overcome The Deadly Triad in $Q$ -Learning Zaiwei Chen John-Paul Clarke S. T. Maguluri 28 19 0 05 Mar 2022
On the Convergence of SARSA with Linear Function Approximation Shangtong Zhang Rémi Tachet des Combes Romain Laroche 26 10 0 14 Feb 2022
Regularized Q-learning Han-Dong Lim Donghwan Lee 27 10 0 11 Feb 2022
The Impact of Data Distribution on Q-learning with Function Approximation Pedro P. Santos Diogo S. Carvalho Alberto Sardinha Francisco S. Melo OffRL 19 2 0 23 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 35 10 0 04 Nov 2021
Convergent and Efficient Deep Q Network Algorithm Zhikang T. Wang Masahito Ueda 27 12 0 29 Jun 2021
Analysis of a Target-Based Actor-Critic Algorithm with Linear Function Approximation Anas Barakat Pascal Bianchi Julien Lehmann 32 9 0 14 Jun 2021
A Finite Time Analysis of Two Time-Scale Actor Critic Methods Yue Wu Weitong Zhang Pan Xu Quanquan Gu 90 146 0 04 May 2020
Optimism in Reinforcement Learning with Generalized Linear Function Approximation Yining Wang Ruosong Wang S. Du A. Krishnamurthy 135 135 0 09 Dec 2019