Cooperative Multi-Agent Bandits with Heavy Tails

14 August 2020

Papers citing "Cooperative Multi-Agent Bandits with Heavy Tails"

34 / 34 papers shown

Title
Amplifying Human Creativity and Problem Solving with AI Through Generative Collective Intelligence Thomas P. Kehler Scott E. Page Alex Pentland Martin Reeves John Seely Brown 20 0 0 25 May 2025
Estimating Causal Effects in Networks with Cluster-Based Bandits Ahmed Sayeed Faruk Jason Sulskis Elena Zheleva CML 75 0 0 07 May 2025
Tangential Randomization in Linear Bandits (TRAiL): Guaranteed Inference and Regret Bounds Arda Güçlü Subhonmesh Bose 105 0 0 19 Nov 2024
Individual Regret in Cooperative Stochastic Multi-Armed Bandits Idan Barnea Tal Lancewicki Yishay Mansour 40 0 0 10 Nov 2024
QuACK: A Multipurpose Queuing Algorithm for Cooperative $k$ -Armed Bandits Benjamin Howson Sarah Filippi Ciara Pike-Burke 72 1 0 31 Oct 2024
Multi-agent Multi-armed Bandits with Stochastic Sharable Arm Capacities Hong Xie Jinyu Mo Defu Lian Jie Wang Enhong Chen 33 0 0 20 Aug 2024
Multi-Player Approaches for Dueling Bandits Or Raveh Junya Honda Masashi Sugiyama 155 1 0 25 May 2024
Trustworthy Distributed AI Systems: Robustness, Privacy, and Governance Wenqi Wei Ling Liu 128 20 0 02 Feb 2024
Multi-Agent Bandit Learning through Heterogeneous Action Erasure Channels Osama A. Hanna Merve Karakas Lin Yang Christina Fragouli 69 1 0 21 Dec 2023
Distributed Optimization via Kernelized Multi-armed Bandits Ayush Rai Shaoshuai Mou 61 0 0 07 Dec 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
Decentralized Randomly Distributed Multi-agent Multi-armed Bandit with Heterogeneous Rewards Mengfan Xu Diego Klabjan 83 6 0 08 Jun 2023
Cooperative Thresholded Lasso for Sparse Linear Bandit Haniyeh Barghi Xiaotong Cheng S. Maghsudi 80 0 0 30 May 2023
Flooding with Absorption: An Efficient Protocol for Heterogeneous Bandits over Complex Networks Junghyun Lee Laura Schmid Se-Young Yun 87 0 0 09 Mar 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 89 1 0 12 Dec 2022
Robust Online and Distributed Mean Estimation Under Adversarial Data Corruption Tong Yao S. Sundaram FedML 51 3 0 17 Sep 2022
Differentially Private Linear Bandits with Partial Distributed Feedback Fengjiao Li Xingyu Zhou Bo Ji FedML 99 15 0 12 Jul 2022
Evolutionary Multi-Armed Bandits with Genetic Thompson Sampling Baihan Lin 57 4 0 26 Apr 2022
Cooperative Online Learning in Stochastic and Adversarial MDPs Tal Lancewicki Aviv A. Rosenberg Yishay Mansour 99 3 0 31 Jan 2022
Distributed Bandits with Heterogeneous Agents Lin Yang Y. Chen Mohammad Hajiesmaili John C. S. Lui Don Towsley 85 22 0 23 Jan 2022
One More Step Towards Reality: Cooperative Bandits with Imperfect Communication Udari Madhushani Abhimanyu Dubey Naomi Ehrich Leonard Alex Pentland 78 25 0 24 Nov 2021
Regret Minimization in Isotonic, Heavy-Tailed Contextual Bandits via Adaptive Confidence Bands S. Chatterjee Subhabrata Sen OffRL 33 5 0 19 Oct 2021
Provably Efficient Multi-Agent Reinforcement Learning with Fully Decentralized Communication Justin Lidard Udari Madhushani Naomi Ehrich Leonard OffRL 73 6 0 14 Oct 2021
When to Call Your Neighbor? Strategic Communication in Cooperative Stochastic Bandits Udari Madhushani Naomi Ehrich Leonard 52 11 0 08 Oct 2021
Asymptotic Optimality for Decentralised Bandits Conor Newton A. Ganesh Henry W. J. Reeve 72 5 0 20 Sep 2021
Metadata-based Multi-Task Bandits with Bayesian Hierarchical Models Runzhe Wan Linjuan Ge Rui Song 75 29 0 13 Aug 2021
Cooperative Online Learning with Feedback Graphs Nicolò Cesa-Bianchi Tommaso Cesari R. D. Vecchia 71 3 0 09 Jun 2021
Cooperative Stochastic Multi-agent Multi-armed Bandits Robust to Adversarial Corruptions Junyan Liu Shuai Li Dapeng Li 58 6 0 08 Jun 2021
$Beyond $\log^2(T)$ Regret for Decentralized Bandits in Matching Markets$ Beyond $\log^2(T)$ Regret for Decentralized Bandits in Matching Markets Soumya Basu Karthik Abinav Sankararaman Abishek Sankararaman 61 36 0 12 Mar 2021
Multitask Bandit Learning Through Heterogeneous Feedback Aggregation Zhi Wang Chicheng Zhang Manish Singh L. Riek Kamalika Chaudhuri 113 23 0 29 Oct 2020
Federated Bandit: A Gossiping Approach Zhaowei Zhu Jingxuan Zhu Ji Liu Yang Liu FedML 251 85 0 24 Oct 2020
Differentially-Private Federated Linear Bandits Abhimanyu Dubey Alex Pentland FedML 102 119 0 22 Oct 2020
Bayesian Algorithms for Decentralized Stochastic Bandits Anusha Lalitha Andrea J. Goldsmith 109 16 0 20 Oct 2020