Cooperative Multi-Agent Graph Bandits: UCB Algorithm and Regret Analysis

18 January 2024

Papers citing "Cooperative Multi-Agent Graph Bandits: UCB Algorithm and Regret Analysis"

14 / 14 papers shown

Title
Near-Optimal Multi-Agent Learning for Safe Coverage Control Manish Prajapat M. Turchetta Melanie Zeilinger Andreas Krause 54 14 0 12 Oct 2022
Multi-armed Bandit Learning on a Graph Tianpeng Zhang Kasper Johansson Na Li 54 6 0 20 Sep 2022
Multi-Agent Multi-Armed Bandits with Limited Communication Mridul Agarwal Vaneet Aggarwal Kamyar Azizzadenesheli 60 33 0 10 Feb 2021
The Gossiping Insert-Eliminate Algorithm for Multi-Agent Bandits Ronshee Chawla Abishek Sankararaman A. Ganesh Sanjay Shakkottai 34 51 0 15 Jan 2020
Social Learning in Multi Agent Multi Armed Bandits Abishek Sankararaman A. Ganesh Sanjay Shakkottai 50 84 0 04 Oct 2019
Introduction to Multi-Armed Bandits Aleksandrs Slivkins 397 999 0 15 Apr 2019
SIC-MMAB: Synchronisation Involves Communication in Multiplayer Multi-Armed Bandits Etienne Boursier Vianney Perchet 86 99 0 21 Sep 2018
Thompson Sampling for Combinatorial Semi-Bandits Siwei Wang Wei Chen 35 126 0 13 Mar 2018
A Submodularity-Based Approach for Multi-Agent Optimal Coverage Problems Xinmiao Sun Christos G. Cassandras Xiangyu Meng 32 19 0 14 Aug 2017
Distributed Cooperative Decision-Making in Multiarmed Bandits: Frequentist and Bayesian Algorithms Peter Landgren Vaibhav Srivastava Naomi Ehrich Leonard 48 110 0 02 Jun 2016
Combinatorial Multi-Armed Bandit and Its Extension to Probabilistically Triggered Arms Wei Chen Yajun Wang Yang Yuan Qinshi Wang 78 282 0 31 Jul 2014
Decentralized Learning for Multi-player Multi-armed Bandits D. Kalathil Naumaan Nayyar R. Jain 85 44 0 14 Jun 2012
Combinatorial Network Optimization with Unknown Variables: Multi-Armed Bandits with Linear Rewards Yi Gai Bhaskar Krishnamachari Rahul Jain 146 261 0 22 Nov 2010
Distributed Learning in Multi-Armed Bandit with Multiple Players Keqin Liu Qing Zhao 92 435 0 12 Oct 2009