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Bayesian Algorithms for Decentralized Stochastic Bandits

20 October 2020

Papers citing "Bayesian Algorithms for Decentralized Stochastic Bandits"

20 / 20 papers shown

Title
Cooperative Multi-Agent Bandits with Heavy Tails Abhimanyu Dubey Alex Pentland 51 50 0 14 Aug 2020
Thompson Sampling Algorithms for Mean-Variance Bandits Qiuyu Zhu Vincent Y. F. Tan 44 45 0 01 Feb 2020
Social Learning in Multi Agent Multi Armed Bandits Abishek Sankararaman A. Ganesh Sanjay Shakkottai 109 86 0 04 Oct 2019
Heterogeneous Stochastic Interactions for Multiple Agents in a Multi-armed Bandit Problem T. W. U. Madhushani J. Wijayakulasooriya 30 35 0 21 May 2019
Decentralized Cooperative Stochastic Bandits David Martínez-Rubio Varun Kanade Patrick Rebeschini 54 16 0 10 Oct 2018
Concentration of tempered posteriors and of their variational approximations Pierre Alquier James Ridgway 97 126 0 28 Jun 2017
Distributed Cooperative Decision-Making in Multiarmed Bandits: Frequentist and Bayesian Algorithms Peter Landgren Vaibhav Srivastava Naomi Ehrich Leonard 66 112 0 02 Jun 2016
Distributed Clustering of Linear Bandits in Peer to Peer Networks N. Korda Balazs Szorenyi Shuai Li FedML 92 166 0 26 Apr 2016
Collaborative Learning of Stochastic Bandits over a Social Network R. Kolla Krishna Jagannathan Aditya Gopalan 63 72 0 29 Feb 2016
Delay and Cooperation in Nonstochastic Bandits Nicolò Cesa-Bianchi Claudio Gentile Yishay Mansour Alberto Minora 76 146 0 15 Feb 2016
On Regret-Optimal Learning in Decentralized Multi-player Multi-armed Bandits Naumaan Nayyar D. Kalathil R. Jain OffRL 85 77 0 04 May 2015
Collaborative Filtering Bandits Shuai Li Alexandros Karatzoglou Claudio Gentile 113 315 0 11 Feb 2015
Social Learning and Distributed Hypothesis Testing Anusha Lalitha T. Javidi Anand D. Sarwate 101 179 0 16 Oct 2014
Distributed Detection : Finite-time Analysis and Impact of Network Topology Shahin Shahrampour Alexander Rakhlin Ali Jadbabaie 152 114 0 30 Sep 2014
Distributed Exploration in Multi-Armed Bandits Eshcar Hillel Zohar Karnin Tomer Koren R. Lempel O. Somekh 153 108 0 04 Nov 2013
Distributed Online Learning in Social Recommender Systems Cem Tekin Simpson Zhang M. Schaar OffRL 109 65 0 26 Sep 2013
Modeling Human Decision-making in Generalized Gaussian Multi-armed Bandits Paul B. Reverdy Vaibhav Srivastava Naomi Ehrich Leonard 126 81 0 23 Jul 2013
Further Optimal Regret Bounds for Thompson Sampling Shipra Agrawal Navin Goyal 118 442 0 15 Sep 2012
Decentralized Learning for Multi-player Multi-armed Bandits D. Kalathil Naumaan Nayyar R. Jain 108 44 0 14 Jun 2012
Distributed Learning in Multi-Armed Bandit with Multiple Players Keqin Liu Qing Zhao 121 442 0 12 Oct 2009