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Online Algorithms for the Multi-Armed Bandit Problem with Markovian Rewards
14 July 2010
Cem Tekin
M. Liu
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Papers citing
"Online Algorithms for the Multi-Armed Bandit Problem with Markovian Rewards"
24 / 24 papers shown
Restless Multi-Armed Bandits under Exogenous Global Markov Process
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Tomer Gafni
M. Yemini
Kobi Cohen
220
4
0
28 Feb 2022
Learning in Restless Bandits under Exogenous Global Markov Process
Tomer Gafni
M. Yemini
Kobi Cohen
264
15
0
17 Dec 2021
Bandit problems with fidelity rewards
Gábor Lugosi
Ciara Pike-Burke
Pierre-André Savalle
144
0
0
25 Nov 2021
Adaptive KL-UCB based Bandit Algorithms for Markovian and i.i.d. Settings
IEEE Transactions on Automatic Control (TAC), 2020
Member Ieee Arghyadip Roy
Fellow Ieee Sanjay Shakkottai
F. I. R. Srikant
452
4
0
14 Sep 2020
LACO: A Latency-Driven Network Slicing Orchestration in Beyond-5G Networks
IEEE Transactions on Wireless Communications (TWC), 2020
Lanfranco Zanzi
Vincenzo Sciancalepore
A. Garcia-Saavedra
Hans D. Schotten
Xavier Costa Pérez
108
47
0
07 Sep 2020
Bandit Learning with Delayed Impact of Actions
Neural Information Processing Systems (NeurIPS), 2020
Wei Tang
Chien-Ju Ho
Yang Liu
318
14
0
24 Feb 2020
Finite-Time Analysis of Round-Robin Kullback-Leibler Upper Confidence Bounds for Optimal Adaptive Allocation with Multiple Plays and Markovian Rewards
Vrettos Moulos
253
3
0
30 Jan 2020
A Hoeffding Inequality for Finite State Markov Chains and its Applications to Markovian Bandits
International Symposium on Information Theory (ISIT), 2020
Vrettos Moulos
407
14
0
05 Jan 2020
Online Newton Step Algorithm with Estimated Gradient
Binbin Liu
Jundong Li
Yunquan Song
Xijun Liang
Ling Jian
Huan Liu
210
4
0
25 Nov 2018
Combinatorial Bandits for Incentivizing Agents with Dynamic Preferences
Conference on Uncertainty in Artificial Intelligence (UAI), 2018
Tanner Fiez
S. Sekar
Liyuan Zheng
Lillian J. Ratliff
160
3
0
06 Jul 2018
An Asymptotically Optimal Algorithm for Communicating Multiplayer Multi-Armed Bandit Problems
Noyan Evirgen
Alper Köse
Hakan Gokcesu
98
0
0
02 Dec 2017
The Effect of Communication on Noncooperative Multiplayer Multi-Armed Bandit Problems
Noyan Evirgen
Alper Köse
160
10
0
05 Nov 2017
Asymptotic Allocation Rules for a Class of Dynamic Multi-armed Bandit Problems
T. W. U. Madhushani
D. H. S. Maithripala
Naomi Ehrich Leonard
139
0
0
02 Oct 2017
The Multi-Armed Bandit Problem: An Efficient Non-Parametric Solution
H. Chan
306
15
0
24 Mar 2017
Online Learning in Decentralized Multiuser Resource Sharing Problems
Cem Tekin
M. Liu
182
5
0
19 Oct 2012
Decentralized Learning for Multi-player Multi-armed Bandits
IEEE Conference on Decision and Control (CDC), 2012
D. Kalathil
Naumaan Nayyar
R. Jain
255
46
0
14 Jun 2012
Online Learning for Combinatorial Network Optimization with Restless Markovian Rewards
Yi Gai
Bhaskar Krishnamachari
M. Liu
OffRL
217
15
0
08 Sep 2011
Performance and Convergence of Multi-user Online Learning
International ICST Conference on Game Theory for Networks (GameNets), 2011
Cem Tekin
M. Liu
221
29
0
21 Jul 2011
Deterministic Sequencing of Exploration and Exploitation for Multi-Armed Bandit Problems
IEEE Journal on Selected Topics in Signal Processing (JSTSP), 2011
Sattar Vakili
Keqin Liu
Qing Zhao
420
112
0
30 Jun 2011
Online Learning of Rested and Restless Bandits
IEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2011
Cem Tekin
M. Liu
272
210
0
17 Feb 2011
Decentralized Restless Bandit with Multiple Players and Unknown Dynamics
Haoyang Liu
Keqin Liu
Qing Zhao
260
2
0
15 Feb 2011
On the Combinatorial Multi-Armed Bandit Problem with Markovian Rewards
Yi Gai
Bhaskar Krishnamachari
M. Liu
381
30
0
14 Dec 2010
Learning in A Changing World: Restless Multi-Armed Bandit with Unknown Dynamics
Haoyang Liu
Keqin Liu
Qing Zhao
378
171
0
22 Nov 2010
Online Learning in Opportunistic Spectrum Access: A Restless Bandit Approach
Cem Tekin
M. Liu
328
106
0
01 Oct 2010
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