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Tabular and Deep Reinforcement Learning for Gittins Index
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Tabular and Deep Reinforcement Learning for Gittins Index

Harshit Dhankar
Kshitij Mishra
Tejas Bodas
ArXiv (abs)PDFHTML

Papers citing "Tabular and Deep Reinforcement Learning for Gittins Index"

7 / 7 papers shown
Title
DeepTOP: Deep Threshold-Optimal Policy for MDPs and RMABs
DeepTOP: Deep Threshold-Optimal Policy for MDPs and RMABs
Khaled Nakhleh
I.-Hong Hou
112
6
0
18 Sep 2022
On learning Whittle index policy for restless bandits with scalable regret
On learning Whittle index policy for restless bandits with scalable regret
N. Akbarzadeh
Aditya Mahajan
66
13
0
07 Feb 2022
Whittle index based Q-learning for restless bandits with average reward
Whittle index based Q-learning for restless bandits with average reward
Konstantin Avrachenkov
Vivek Borkar
55
70
0
29 Apr 2020
A Structure-aware Online Learning Algorithm for Markov Decision Processes
A Structure-aware Online Learning Algorithm for Markov Decision Processes
Arghyadip Roy
Vivek Borkar
A. Karandikar
P. Chaporkar
33
7
0
28 Nov 2018
Reinforcement Learning algorithms for regret minimization in structured Markov Decision Processes
Reinforcement Learning algorithms for regret minimization in structured Markov Decision Processes
J. PrabuchandranK.
Tejas Bodas
Theja Tulabandhula
50
6
0
17 Aug 2016
Deep Reinforcement Learning with Double Q-learning
Deep Reinforcement Learning with Double Q-learning
H. V. Hasselt
A. Guez
David Silver
OffRL
170
7,662
0
22 Sep 2015
Continuous control with deep reinforcement learning
Continuous control with deep reinforcement learning
Timothy Lillicrap
Jonathan J. Hunt
Alexander Pritzel
N. Heess
Tom Erez
Yuval Tassa
David Silver
Daan Wierstra
325
13,286
0
09 Sep 2015

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