TD or not TD: Analyzing the Role of Temporal Differencing in Deep
Reinforcement Learning

TD or not TD: Analyzing the Role of Temporal Differencing in Deep Reinforcement Learning

4 June 2018

Artemij Amiranashvili

Alexey Dosovitskiy

Thomas Brox

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Papers citing "TD or not TD: Analyzing the Role of Temporal Differencing in Deep Reinforcement Learning"

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Title
Controlling Commercial Cooling Systems Using Reinforcement Learning Jerry Luo Cosmin Paduraru Octavian Voicu Yuri Chervonyi Scott A. Munns ... Sims Witherspoon D. Parish Peter Dolan Chenyu Zhao D. Mankowitz OffRL AI4CE 80 29 0 11 Nov 2022
Examining average and discounted reward optimality criteria in reinforcement learning Vektor Dewanto M. Gallagher OffRL 52 17 0 03 Jul 2021
Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction Hongyao Tang Jianye Hao Guangyong Chen Pengfei Chen Chong Chen Yaodong Yang Lu Zhang Wulong Liu Zhaopeng Meng OffRL 138 4 0 03 Mar 2021
Learning to Play Imperfect-Information Games by Imitating an Oracle Planner Rinu Boney Alexander Ilin Arno Solin Jarno Seppänen 21 3 0 22 Dec 2020
Neural Temporal-Difference and Q-Learning Provably Converge to Global Optima Qi Cai Zhuoran Yang Jason D. Lee Zhaoran Wang 66 32 0 24 May 2019
A Model-Based Reinforcement Learning Approach for a Rare Disease Diagnostic Task R. Besson E. L. Pennec S. Allassonnière J. Stirnemann E. Spaggiari A. Neuraz OffRL 17 1 0 25 Nov 2018
Deep Quality-Value (DQV) Learning M. Sabatelli Gilles Louppe Pierre Geurts M. Wiering OffRL 40 16 0 30 Sep 2018
Expert-augmented actor-critic for ViZDoom and Montezumas Revenge Michal Garmulewicz Henryk Michalewski Piotr Milos 65 8 0 10 Sep 2018