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2011.03896
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Cooperative and Stochastic Multi-Player Multi-Armed Bandit: Optimal Regret With Neither Communication Nor Collisions
8 November 2020
Sébastien Bubeck
Thomas Budzinski
Mark Sellke
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Papers citing
"Cooperative and Stochastic Multi-Player Multi-Armed Bandit: Optimal Regret With Neither Communication Nor Collisions"
14 / 14 papers shown
Counterfactual Multi-player Bandits for Explainable Recommendation Diversification
Yansen Zhang
Bowei He
Xiaokun Zhang
Haolun Wu
Zexu Sun
Chen Ma
639
2
0
27 May 2025
Improved Bandits in Many-to-one Matching Markets with Incentive Compatibility
AAAI Conference on Artificial Intelligence (AAAI), 2024
Fang-yuan Kong
Shuai Li
331
10
0
03 Jan 2024
Decentralized Online Bandit Optimization on Directed Graphs with Regret Bounds
Johan Ostman
Ather Gattami
D. Gillblad
253
0
0
27 Jan 2023
A survey on multi-player bandits
Journal of machine learning research (JMLR), 2022
Etienne Boursier
Vianney Perchet
339
28
0
29 Nov 2022
Decentralized, Communication- and Coordination-free Learning in Structured Matching Markets
Neural Information Processing Systems (NeurIPS), 2022
C. Maheshwari
Eric Mazumdar
S. Shankar Sastry
173
22
0
06 Jun 2022
The Pareto Frontier of Instance-Dependent Guarantees in Multi-Player Multi-Armed Bandits with no Communication
Annual Conference Computational Learning Theory (COLT), 2022
Allen Liu
Mark Sellke
269
2
0
19 Feb 2022
Cooperative Online Learning in Stochastic and Adversarial MDPs
International Conference on Machine Learning (ICML), 2022
Tal Lancewicki
Aviv A. Rosenberg
Yishay Mansour
382
4
0
31 Jan 2022
An Instance-Dependent Analysis for the Cooperative Multi-Player Multi-Armed Bandit
Aldo Pacchiano
Peter L. Bartlett
Sai Li
326
6
0
08 Nov 2021
Decentralized Cooperative Reinforcement Learning with Hierarchical Information Structure
International Conference on Algorithmic Learning Theory (ALT), 2021
Hsu Kao
Chen-Yu Wei
V. Subramanian
399
17
0
01 Nov 2021
Collaborative Pure Exploration in Kernel Bandit
International Conference on Learning Representations (ICLR), 2021
Yihan Du
Wei Chen
Yuko Kuroki
Longbo Huang
514
13
0
29 Oct 2021
Heterogeneous Multi-player Multi-armed Bandits: Closing the Gap and Generalization
Chengshuai Shi
Wei Xiong
Cong Shen
Jing Yang
346
30
0
27 Oct 2021
Multi-player Multi-armed Bandits with Collision-Dependent Reward Distributions
IEEE Transactions on Signal Processing (IEEE TSP), 2021
Chengshuai Shi
Cong Shen
141
14
0
25 Jun 2021
Decentralized Learning in Online Queuing Systems
Neural Information Processing Systems (NeurIPS), 2021
Flore Sentenac
Etienne Boursier
Vianney Perchet
251
21
0
08 Jun 2021
Towards Optimal Algorithms for Multi-Player Bandits without Collision Sensing Information
Annual Conference Computational Learning Theory (COLT), 2021
Wei Huang
Richard Combes
Cindy Trinh
223
17
0
24 Mar 2021
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