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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

Artemij Amiranashvili
Alexey Dosovitskiy
V. Koltun
Thomas Brox
ArXiv (abs)PDFHTML

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

8 / 8 papers shown
Title
Controlling Commercial Cooling Systems Using Reinforcement Learning
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
OffRLAI4CE
83
29
0
11 Nov 2022
Examining average and discounted reward optimality criteria in reinforcement learning
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
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
Learning to Play Imperfect-Information Games by Imitating an Oracle Planner
Rinu Boney
Alexander Ilin
Arno Solin
Jarno Seppänen
27
3
0
22 Dec 2020
Neural Temporal-Difference and Q-Learning Provably Converge to Global Optima
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
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
19
1
0
25 Nov 2018
Deep Quality-Value (DQV) Learning
Deep Quality-Value (DQV) Learning
M. Sabatelli
Gilles Louppe
Pierre Geurts
M. Wiering
OffRL
47
16
0
30 Sep 2018
Expert-augmented actor-critic for ViZDoom and Montezumas Revenge
Expert-augmented actor-critic for ViZDoom and Montezumas Revenge
Michal Garmulewicz
Henryk Michalewski
Piotr Milos
67
8
0
10 Sep 2018