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Fair Algorithms for Multi-Agent Multi-Armed Bandits

13 July 2020

Papers citing "Fair Algorithms for Multi-Agent Multi-Armed Bandits"

33 / 33 papers shown

Title
Fair Algorithms with Probing for Multi-Agent Multi-Armed Bandits Tianyi Xu Jiaxin Liu Zizhan Zheng FaML 55 0 0 17 Jun 2025
Bandit Max-Min Fair Allocation Tsubasa Harada Shinji Ito Hanna Sumita 85 0 0 08 May 2025
Multi-agent Multi-armed Bandits with Minimum Reward Guarantee Fairness Piyushi Manupriya Himanshu S. Jagarlapudi Ganesh Ghalme FaML 118 0 0 21 Feb 2025
Fairness in Reinforcement Learning with Bisimulation Metrics S. Rezaei-Shoshtari Hanna Yurchyk Scott Fujimoto Doina Precup David Meger 162 0 0 03 Jan 2025
p-Mean Regret for Stochastic Bandits Anand Krishna Philips George John Adarsh Barik Vincent Y. F. Tan 109 1 0 14 Dec 2024
QuACK: A Multipurpose Queuing Algorithm for Cooperative $k$ -Armed Bandits Benjamin Howson Sarah Filippi Ciara Pike-Burke 72 1 0 31 Oct 2024
Stochastic Bandits for Egalitarian Assignment Eugene Lim Vincent Y. F. Tan Harold Soh 82 1 0 08 Oct 2024
Intuitions of Compromise: Utilitarianism vs. Contractualism Jared Moore Yejin Choi Sydney Levine 60 0 0 07 Oct 2024
Fair Best Arm Identification with Fixed Confidence Alessio Russo Filippo Vannella 100 0 0 30 Aug 2024
No-Regret Learning for Fair Multi-Agent Social Welfare Optimization Mengxiao Zhang Ramiro Deo-Campo Vuong Haipeng Luo 70 3 0 31 May 2024
Fair Online Bilateral Trade François Bachoc Nicolò Cesa-Bianchi Tommaso Cesari Roberto Colomboni 73 3 0 22 May 2024
Federated Linear Contextual Bandits with Heterogeneous Clients Ethan Blaser Chuanhao Li Hongning Wang FedML 61 3 0 29 Feb 2024
A Note on Bias to Complete Jia Xu Mona Diab 126 2 0 18 Feb 2024
Simultaneously Achieving Group Exposure Fairness and Within-Group Meritocracy in Stochastic Bandits Subham Pokhriyal Shweta Jain Ganesh Ghalme Swapnil Dhamal Sujit Gujar 52 1 0 08 Feb 2024
Fairness and Privacy Guarantees in Federated Contextual Bandits Sambhav Solanki Shweta Jain Sujit Gujar FedML 85 1 0 05 Feb 2024
Bandit Learning to Rank with Position-Based Click Models: Personalized and Equal Treatments Tianchen Zhou Jia-Wei Liu Yang Jiao Chaosheng Dong Yetian Chen Yan Gao Yi Sun OffRL 72 4 0 08 Nov 2023
Nash Regret Guarantees for Linear Bandits Ayush Sawarni Soumybrata Pal Siddharth Barman 111 4 0 03 Oct 2023
Achieving Fairness in Multi-Agent Markov Decision Processes Using Reinforcement Learning Peizhong Ju A. Ghosh Ness B. Shroff 82 5 0 01 Jun 2023
Disincentivizing Polarization in Social Networks C. Borgs J. Chayes Christian Ikeokwu Ellen Vitercik 26 0 0 23 May 2023
Runtime Monitoring of Dynamic Fairness Properties T. Henzinger Mahyar Karimi Konstantin Kueffner Kaushik Mallik 66 17 0 08 May 2023
BanditQ: Fair Bandits with Guaranteed Rewards Abhishek Sinha FaML 63 4 0 11 Apr 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
Learning with Exposure Constraints in Recommendation Systems Omer Ben-Porat Rotem Torkan 71 12 0 02 Feb 2023
Multi-agent Dynamic Algorithm Configuration Ke Xue Jiacheng Xu Lei Yuan Mingxing Li Chao Qian Zongzhang Zhang Yang Yu 102 33 0 13 Oct 2022
An Efficient Algorithm for Fair Multi-Agent Multi-Armed Bandit with Low Regret Matthew D. Jones Huy Le Nguyen Thy Nguyen FaML 142 8 0 23 Sep 2022
Socially Fair Reinforcement Learning Debmalya Mandal Jiarui Gan OffRL 82 13 0 26 Aug 2022
Mitigating Disparity while Maximizing Reward: Tight Anytime Guarantee for Improving Bandits Vishakha Patil V. Nair Ganesh Ghalme Arindam Khan 73 4 0 19 Aug 2022
Fairness and Welfare Quantification for Regret in Multi-Armed Bandits Siddharth Barman Arindam Khan Arnab Maiti Ayush Sawarni 29 12 0 27 May 2022
Ranked Prioritization of Groups in Combinatorial Bandit Allocation Lily Xu Arpita Biswas Fei Fang Milind Tambe 67 3 0 11 May 2022
Online Approval Committee Elections Virginie Do Matthieu Hervouin Jérôme Lang P. Skowron 69 17 0 14 Feb 2022
Decentralized Task Offloading in Edge Computing: A Multi-User Multi-Armed Bandit Approach Xiong Wang Jiancheng Ye John C. S. Lui 19 65 0 22 Dec 2021
Fairness in Machine Learning: A Survey Simon Caton C. Haas FaML 116 656 0 04 Oct 2020
Group Fairness in Bandit Arm Selection Candice Schumann Zhi Lang Nicholas Mattei John P. Dickerson FaML 90 15 0 09 Dec 2019