On Distributed Cooperative Decision-Making in Multiarmed Bandits

21 December 2015

Papers citing "On Distributed Cooperative Decision-Making in Multiarmed Bandits"

50 / 54 papers shown

Title
Multiplayer Information Asymmetric Bandits in Metric Spaces William Chang Aditi Kartik 56 1 0 11 Mar 2025
Decentralized Upper Confidence Bound Algorithms for Homogeneous Multi-Agent Multi-Armed Bandits Jingxuan Zhu Ji Liu Christopher S. Smith Alec Koppel Ji Liu 55 3 0 31 Dec 2024
Individual Regret in Cooperative Stochastic Multi-Armed Bandits Idan Barnea Tal Lancewicki Yishay Mansour 26 0 0 10 Nov 2024
Linear Contextual Bandits with Interference Yang Xu Wenbin Lu Rui Song 27 0 0 24 Sep 2024
Order-Optimal Regret in Distributed Kernel Bandits using Uniform Sampling with Shared Randomness Nikola Pavlovic Sudeep Salgia Qing Zhao 54 1 0 20 Feb 2024
Incentivized Truthful Communication for Federated Bandits Zhepei Wei Chuanhao Li Tianze Ren Haifeng Xu Hongning Wang FedML 37 0 0 07 Feb 2024
Decentralized Blockchain-based Robust Multi-agent Multi-armed Bandit Mengfan Xu Diego Klabjan AAML 39 0 0 06 Feb 2024
Harnessing the Power of Federated Learning in Federated Contextual Bandits Chengshuai Shi Ruida Zhou Kun Yang Cong Shen FedML 35 0 0 26 Dec 2023
Distributed Optimization via Kernelized Multi-armed Bandits Ayush Rai Shaoshuai Mou 44 0 0 07 Dec 2023
Byzantine-Resilient Decentralized Multi-Armed Bandits Jingxuan Zhu Alec Koppel Alvaro Velasquez Ji Liu 20 6 0 11 Oct 2023
Incentivized Communication for Federated Bandits Zhepei Wei Chuanhao Li Haifeng Xu Hongning Wang FedML 45 3 0 21 Sep 2023
Regret Lower Bounds in Multi-agent Multi-armed Bandit Mengfan Xu Diego Klabjan 46 1 0 15 Aug 2023
Decentralized Randomly Distributed Multi-agent Multi-armed Bandit with Heterogeneous Rewards Mengfan Xu Diego Klabjan 47 6 0 08 Jun 2023
Constant or logarithmic regret in asynchronous multiplayer bandits Hugo Richard Etienne Boursier Vianney Perchet 42 1 0 31 May 2023
A survey on multi-player bandits Etienne Boursier Vianney Perchet 32 13 0 29 Nov 2022
Distributed Linear Bandits under Communication Constraints Sudeep Salgia Qing Zhao 48 7 0 04 Nov 2022
Collaborative Learning in Kernel-based Bandits for Distributed Users Sudeep Salgia Sattar Vakili Qing Zhao FedML 44 6 0 16 Jul 2022
A Simple and Provably Efficient Algorithm for Asynchronous Federated Contextual Linear Bandits Jiafan He Tianhao Wang Yifei Min Quanquan Gu FedML 51 32 0 07 Jul 2022
Private and Byzantine-Proof Cooperative Decision-Making Abhimanyu Dubey Alex Pentland 19 24 0 27 May 2022
Distributed Contextual Linear Bandits with Minimax Optimal Communication Cost Sanae Amani Tor Lattimore András Gyorgy Lin F. Yang FedML 43 9 0 26 May 2022
Federated Multi-Armed Bandits Under Byzantine Attacks Artun Saday Ilker Demirel Yiğit Yıldırım Cem Tekin AAML 42 13 0 09 May 2022
One More Step Towards Reality: Cooperative Bandits with Imperfect Communication Udari Madhushani Abhimanyu Dubey Naomi Ehrich Leonard Alex Pentland 30 25 0 24 Nov 2021
Federated Linear Contextual Bandits Ruiquan Huang Weiqiang Wu Jing Yang Cong Shen FedML 17 76 0 27 Oct 2021
When to Call Your Neighbor? Strategic Communication in Cooperative Stochastic Bandits Udari Madhushani Naomi Ehrich Leonard 19 10 0 08 Oct 2021
Multi-player Multi-armed Bandits with Collision-Dependent Reward Distributions Chengshuai Shi Cong Shen 8 11 0 25 Jun 2021
Cooperative Stochastic Multi-agent Multi-armed Bandits Robust to Adversarial Corruptions Junyan Liu Shuai Li Dapeng Li 25 6 0 08 Jun 2021
Multi-Agent Algorithms for Collective Behavior: A structural and application-focused atlas Federico Rossi Saptarshi Bandyopadhyay Michael T. Wolf Marco Pavone 24 17 0 20 Mar 2021
Provably Efficient Cooperative Multi-Agent Reinforcement Learning with Function Approximation Abhimanyu Dubey Alex Pentland 30 23 0 08 Mar 2021
Federated Multi-armed Bandits with Personalization Chengshuai Shi Cong Shen Jing Yang FedML 19 83 0 25 Feb 2021
Federated Multi-Armed Bandits Chengshuai Shi Cong Shen FedML 83 92 0 28 Jan 2021
Accelerating Distributed Online Meta-Learning via Multi-Agent Collaboration under Limited Communication Sen Lin M. Dedeoglu Junshan Zhang FedML 21 6 0 15 Dec 2020
Decentralized Multi-Agent Linear Bandits with Safety Constraints Sanae Amani Christos Thrampoulidis 6 10 0 01 Dec 2020
On No-Sensing Adversarial Multi-player Multi-armed Bandits with Collision Communications Chengshuai Shi Cong Shen AAML 19 9 0 02 Nov 2020
Differentially-Private Federated Linear Bandits Abhimanyu Dubey Alex Pentland FedML 32 115 0 22 Oct 2020
Heterogeneous Explore-Exploit Strategies on Multi-Star Networks Udari Madhushani Naomi Ehrich Leonard 10 16 0 02 Sep 2020
Cooperative Multi-Agent Bandits with Heavy Tails Abhimanyu Dubey Alex Pentland 8 48 0 14 Aug 2020
Kernel Methods for Cooperative Multi-Agent Contextual Bandits Abhimanyu Dubey Alex Pentland 20 29 0 14 Aug 2020
Collaborative Top Distribution Identifications with Limited Interaction Nikolai Karpov Qin Zhang Yuanshuo Zhou 25 27 0 20 Apr 2020
Distributed Learning: Sequential Decision Making in Resource-Constrained Environments Udari Madhushani Naomi Ehrich Leonard 10 8 0 13 Apr 2020
A Dynamic Observation Strategy for Multi-agent Multi-armed Bandit Problem Udari Madhushani Naomi Ehrich Leonard 17 19 0 08 Apr 2020
A Decentralized Policy with Logarithmic Regret for a Class of Multi-Agent Multi-Armed Bandit Problems with Option Unavailability Constraints and Stochastic Communication Protocols Pathmanathan Pankayaraj D. H. S. Maithripala J. Berg 11 0 0 29 Mar 2020
Distributed Cooperative Decision Making in Multi-agent Multi-armed Bandits Peter Landgren Vaibhav Srivastava Naomi Ehrich Leonard 85 68 0 03 Mar 2020
A Decentralized Communication Policy for Multi Agent Multi Armed Bandit Problems Pathmanathan Pankayaraj D. H. S. Maithripala 14 1 0 07 Oct 2019
Individual Regret in Cooperative Nonstochastic Multi-Armed Bandits Yogev Bar-On Yishay Mansour 13 41 0 07 Jul 2019
Heterogeneous Stochastic Interactions for Multiple Agents in a Multi-armed Bandit Problem T. W. U. Madhushani J. Wijayakulasooriya 11 35 0 21 May 2019
Collaborative Learning with Limited Interaction: Tight Bounds for Distributed Exploration in Multi-Armed Bandits Chao Tao Qin Zhang Yuanshuo Zhou FedML 6 58 0 05 Apr 2019
On Distributed Multi-player Multiarmed Bandit Problems in Abruptly Changing Environment Lai Wei Vaibhav Srivastava 11 6 0 12 Dec 2018
Decentralized Exploration in Multi-Armed Bandits -- Extended version Raphael Feraud Réda Alami Romain Laroche FedML 23 21 0 19 Nov 2018
Decentralized Cooperative Stochastic Bandits David Martínez-Rubio Varun Kanade Patrick Rebeschini 16 16 0 10 Oct 2018
Accelerated Gossip in Networks of Given Dimension using Jacobi Polynomial Iterations Raphael Berthier Francis R. Bach Pierre Gaillard 24 29 0 22 May 2018