Heterogeneous Multi-player Multi-armed Bandits: Closing the Gap and
Generalization

v1v2 (latest)

Heterogeneous Multi-player Multi-armed Bandits: Closing the Gap and Generalization

27 October 2021

Chengshuai Shi

Wei Xiong

ArXiv (abs)PDF HTML

Papers citing "Heterogeneous Multi-player Multi-armed Bandits: Closing the Gap and Generalization"

15 / 15 papers shown

Title
Combining Diverse Information for Coordinated Action: Stochastic Bandit Algorithms for Heterogeneous Agents Lucia Gordon Esther Rolf Milind Tambe 45 1 0 06 Aug 2024
PPA-Game: Characterizing and Learning Competitive Dynamics Among Online Content Creators Renzhe Xu Haotian Wang Xingxuan Zhang Yue Liu Peng Cui 69 3 0 22 Mar 2024
Improved Bandits in Many-to-one Matching Markets with Incentive Compatibility Fang-yuan Kong Shuai Li 12 7 0 03 Jan 2024
Harnessing the Power of Federated Learning in Federated Contextual Bandits Chengshuai Shi Ruida Zhou Kun Yang Cong Shen FedML 60 0 0 26 Dec 2023
Finite-Time Frequentist Regret Bounds of Multi-Agent Thompson Sampling on Sparse Hypergraphs Tianyuan Jin Hao-Lun Hsu William Chang Pan Xu 50 2 0 24 Dec 2023
Multi-Agent Bandit Learning through Heterogeneous Action Erasure Channels Osama A. Hanna Merve Karakas Lin Yang Christina Fragouli 69 1 0 21 Dec 2023
Adversarial Attacks on Cooperative Multi-agent Bandits Jinhang Zuo Zhiyao Zhang Xuchuang Wang Cheng Chen Shuai Li J. C. Lui Mohammad Hajiesmaili Adam Wierman AAML 42 1 0 03 Nov 2023
Cooperative Multi-agent Bandits: Distributed Algorithms with Optimal Individual Regret and Constant Communication Costs L. Yang Xuchuang Wang Mohammad Hajiesmaili Lijun Zhang John C. S. Lui Don Towsley 67 5 0 08 Aug 2023
Constant or logarithmic regret in asynchronous multiplayer bandits Hugo Richard Etienne Boursier Vianney Perchet 61 1 0 31 May 2023
Competing for Shareable Arms in Multi-Player Multi-Armed Bandits Renzhe Xu Hongya Wang Xingxuan Zhang Yangqiu Song Peng Cui 40 6 0 30 May 2023
On-Demand Communication for Asynchronous Multi-Agent Bandits Y. Chen L. Yang Xuchuang Wang Xutong Liu Mohammad Hajiesmaili John C. S. Lui Don Towsley 89 12 0 15 Feb 2023
Decentralized Stochastic Multi-Player Multi-Armed Walking Bandits Guojun Xiong Jiaqiang Li 79 1 0 12 Dec 2022
A survey on multi-player bandits Etienne Boursier Vianney Perchet 89 16 0 29 Nov 2022
Multi-Player Bandits Robust to Adversarial Collisions Shivakumar Mahesh A. Rangi Haifeng Xu Long Tran-Thanh AAML 17 1 0 15 Nov 2022
Multi-Player Multi-Armed Bandits with Finite Shareable Resources Arms: Learning Algorithms & Applications Xuchuang Wang Hong Xie John C. S. Lui 27 8 0 28 Apr 2022