Distributed Cooperative Decision-Making in Multiarmed Bandits: Frequentist and Bayesian Algorithms

2 June 2016

Papers citing "Distributed Cooperative Decision-Making in Multiarmed Bandits: Frequentist and Bayesian Algorithms"

28 / 28 papers shown

Title
Communication Bounds for the Distributed Experts Problem Zhihao Jia Qi Pang Trung Tran David Woodruff Zhihao Zhang Wenting Zheng 68 0 0 06 Jan 2025
Trustworthy Distributed AI Systems: Robustness, Privacy, and Governance Wenqi Wei Ling Liu 57 16 0 02 Feb 2024
Cooperative Multi-Agent Graph Bandits: UCB Algorithm and Regret Analysis Phevos Paschalidis Runyu Zhang Na Li 38 0 0 18 Jan 2024
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 41 5 0 08 Aug 2023
Decentralized Randomly Distributed Multi-agent Multi-armed Bandit with Heterogeneous Rewards Mengfan Xu Diego Klabjan 52 6 0 08 Jun 2023
Collaborative Multi-Agent Heterogeneous Multi-Armed Bandits Ronshee Chawla Daniel Vial Sanjay Shakkottai R. Srikant 43 4 0 30 May 2023
Communication-Efficient Collaborative Regret Minimization in Multi-Armed Bandits Nikolai Karpov Qin Zhang 39 1 0 26 Jan 2023
On Regret-optimal Cooperative Nonstochastic Multi-armed Bandits Jialin Yi Milan Vojnović 46 3 0 30 Nov 2022
Anonymous Bandits for Multi-User Systems Hossein Esfandiari Vahab Mirrokni Jon Schneider PICV 31 1 0 21 Oct 2022
Robust Online and Distributed Mean Estimation Under Adversarial Data Corruption Tong Yao S. Sundaram FedML 33 3 0 17 Sep 2022
Collaborative Linear Bandits with Adversarial Agents: Near-Optimal Regret Bounds A. Mitra Arman Adibi George J. Pappas Hamed Hassani 49 6 0 06 Jun 2022
Private and Byzantine-Proof Cooperative Decision-Making Abhimanyu Dubey Alex Pentland 24 24 0 27 May 2022
Collaborative Multi-agent Stochastic Linear Bandits Ahmadreza Moradipari Mohammad Ghavamzadeh M. Alizadeh 31 6 0 12 May 2022
Linear Stochastic Bandits over a Bit-Constrained Channel A. Mitra Hamed Hassani George J. Pappas 47 8 0 02 Mar 2022
Distributed Bandits with Heterogeneous Agents Lin Yang Y. Chen Mohammad Hajiesmaili John C. S. Lui Don Towsley 58 21 0 23 Jan 2022
One More Step Towards Reality: Cooperative Bandits with Imperfect Communication Udari Madhushani Abhimanyu Dubey Naomi Ehrich Leonard Alex Pentland 35 25 0 24 Nov 2021
Partner-Aware Algorithms in Decentralized Cooperative Bandit Teams Erdem Biyik Anusha Lalitha R. Saha Andrea J. Goldsmith Dorsa Sadigh 49 4 0 02 Oct 2021
Cooperative Stochastic Multi-agent Multi-armed Bandits Robust to Adversarial Corruptions Junyan Liu Shuai Li Dapeng Li 28 6 0 08 Jun 2021
Pervasive AI for IoT applications: A Survey on Resource-efficient Distributed Artificial Intelligence Emna Baccour N. Mhaisen A. Abdellatif A. Erbad Amr M. Mohamed Mounir Hamdi Mohsen Guizani 50 87 0 04 May 2021
Multi-Robot Gaussian Process Estimation and Coverage: A Deterministic Sequencing Algorithm and Regret Analysis Lai Wei Andrew McDonald Vaibhav Srivastava 44 10 0 12 Jan 2021
Federated Bandit: A Gossiping Approach Zhaowei Zhu Jingxuan Zhu Ji Liu Yang Liu FedML 152 83 0 24 Oct 2020
Differentially-Private Federated Linear Bandits Abhimanyu Dubey Alex Pentland FedML 37 116 0 22 Oct 2020
Bayesian Algorithms for Decentralized Stochastic Bandits Anusha Lalitha Andrea J. Goldsmith 46 15 0 20 Oct 2020
Robust Multi-Agent Multi-Armed Bandits Daniel Vial Sanjay Shakkottai R. Srikant 37 36 0 07 Jul 2020
Social Learning in Multi Agent Multi Armed Bandits Abishek Sankararaman A. Ganesh Sanjay Shakkottai 41 84 0 04 Oct 2019
Individual Regret in Cooperative Nonstochastic Multi-Armed Bandits Yogev Bar-On Yishay Mansour 21 41 0 07 Jul 2019
Heterogeneous Stochastic Interactions for Multiple Agents in a Multi-armed Bandit Problem T. W. U. Madhushani J. Wijayakulasooriya 14 35 0 21 May 2019
Decentralized Exploration in Multi-Armed Bandits -- Extended version Raphael Feraud Réda Alami Romain Laroche FedML 38 21 0 19 Nov 2018