Adaptive Temporal Difference Learning with Linear Function Approximation

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Adaptive Temporal Difference Learning with Linear Function Approximation

20 February 2020

Tao Sun

Tianyi Chen

Dongsheng Li

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Papers citing "Adaptive Temporal Difference Learning with Linear Function Approximation"

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Title
Heavy-Ball Momentum Accelerated Actor-Critic With Function Approximation Yanjie Dong Haijun Zhang Gang Wang Shisheng Cui Xiping Hu 153 1 0 13 Aug 2024
n-Step Temporal Difference Learning with Optimal n Lakshmi Mandal S. Bhatnagar 66 2 0 13 Mar 2023
Review of Metrics to Measure the Stability, Robustness and Resilience of Reinforcement Learning L. Pullum 122 4 0 22 Mar 2022
Provably Efficient Convergence of Primal-Dual Actor-Critic with Nonlinear Function Approximation Jing Dong Li Shen Ying Xu Baoxiang Wang 88 1 0 28 Feb 2022
Differentially Private Temporal Difference Learning with Stochastic Nonconvex-Strongly-Concave Optimization Canzhe Zhao Yanjie Ze Jing Dong Baoxiang Wang Shuai Li 94 4 0 25 Jan 2022
Correcting Momentum in Temporal Difference Learning Emmanuel Bengio Joelle Pineau Doina Precup 61 10 0 07 Jun 2021
Spectral Normalisation for Deep Reinforcement Learning: an Optimisation Perspective Florin Gogianu Tudor Berariu Mihaela Rosca Claudia Clopath L. Buşoniu Razvan Pascanu 86 56 0 11 May 2021
TDprop: Does Jacobi Preconditioning Help Temporal Difference Learning? Joshua Romoff Peter Henderson David Kanaa Emmanuel Bengio Ahmed Touati Pierre-Luc Bacon Joelle Pineau 60 3 0 06 Jul 2020
Non-asymptotic Convergence of Adam-type Reinforcement Learning Algorithms under Markovian Sampling Huaqing Xiong Tengyu Xu Yingbin Liang Wei Zhang 79 33 0 15 Feb 2020