Optimal Regret Analysis of Thompson Sampling in Stochastic Multi-armed Bandit Problem with Multiple Plays

2 June 2015

Papers citing "Optimal Regret Analysis of Thompson Sampling in Stochastic Multi-armed Bandit Problem with Multiple Plays"

27 / 27 papers shown

Title
CoCoB: Adaptive Collaborative Combinatorial Bandits for Online Recommendation Cairong Yan Jinyi Han Jin Ju Yanting Zhang Zijian Wang Xuan Shao 34 0 0 05 May 2025
Replicability is Asymptotically Free in Multi-armed Bandits Junpei Komiyama Shinji Ito Yuichi Yoshida Souta Koshino 49 1 0 12 Feb 2024
Adversarial Sleeping Bandit Problems with Multiple Plays: Algorithm and Ranking Application Jianjun Yuan W. Woon Ludovik Çoba 14 0 0 27 Jul 2023
A survey on multi-player bandits Etienne Boursier Vianney Perchet 37 14 0 29 Nov 2022
UniRank: Unimodal Bandit Algorithm for Online Ranking Camille-Sovanneary Gauthier Romaric Gaudel Elisa Fromont 31 2 0 02 Aug 2022
Autonomous Drug Design with Multi-Armed Bandits Hampus Gummesson Svensson E. Bjerrum C. Tyrchan Ola Engkvist M. Chehreghani 45 5 0 04 Jul 2022
Multiple-Play Stochastic Bandits with Shareable Finite-Capacity Arms Xuchuang Wang Hong Xie John C. S. Lui 30 6 0 17 Jun 2022
Doubly-Robust Estimation for Correcting Position-Bias in Click Feedback for Unbiased Learning to Rank Harrie Oosterhuis CML 54 27 0 31 Mar 2022
Risk-Aware Algorithms for Combinatorial Semi-Bandits Ranga Shaarad Ayyagari Ambedkar Dukkipati 19 1 0 02 Dec 2021
Finite-time Analysis of Globally Nonstationary Multi-Armed Bandits Junpei Komiyama Edouard Fouché Junya Honda 51 6 0 23 Jul 2021
Multi-armed Bandit Algorithms on System-on-Chip: Go Frequentist or Bayesian? S. Santosh S. Darak 24 0 0 05 Jun 2021
Efficient Subspace Search in Data Streams Edouard Fouché Florian Kalinke Klemens Bohm AI4TS 11 2 0 13 Nov 2020
On No-Sensing Adversarial Multi-player Multi-armed Bandits with Collision Communications Chengshuai Shi Cong Shen AAML 24 9 0 02 Nov 2020
Carousel Personalization in Music Streaming Apps with Contextual Bandits Walid Bendada Guillaume Salha-Galvan Théo Bontempelli 36 56 0 14 Sep 2020
Stochastic Network Utility Maximization with Unknown Utilities: Multi-Armed Bandits Approach Arun Verma M. Hanawal 25 8 0 17 Jun 2020
Bounded Regret for Finitely Parameterized Multi-Armed Bandits Kishan Panaganti D. Kalathil 26 1 0 03 Mar 2020
Decentralized Multi-player Multi-armed Bandits with No Collision Information Chengshuai Shi Wei Xiong Cong Shen Jing Yang 33 36 0 29 Feb 2020
Censored Semi-Bandits: A Framework for Resource Allocation with Censored Feedback Arun Verma M. Hanawal A. Rajkumar Raman Sankaran 26 17 0 04 Sep 2019
Adaptive Sensor Placement for Continuous Spaces James A Grant A. Boukouvalas Ryan-Rhys Griffiths David S Leslie Sattar Vakili Enrique Munoz de Cote 34 13 0 16 May 2019
Polynomial-time Algorithms for Multiple-arm Identification with Full-bandit Feedback Yuko Kuroki Liyuan Xu Atsushi Miyauchi Junya Honda Masashi Sugiyama 30 17 0 27 Feb 2019
SIC-MMAB: Synchronisation Involves Communication in Multiplayer Multi-Armed Bandits Etienne Boursier Vianney Perchet 14 100 0 21 Sep 2018
Multiplayer bandits without observing collision information Gabor Lugosi Abbas Mehrabian 16 34 0 25 Aug 2018
Thompson Sampling for Combinatorial Semi-Bandits Siwei Wang Wei Chen 22 125 0 13 Mar 2018
Multi-level Feedback Web Links Selection Problem: Learning and Optimization Kechao Cai Kun Chen Longbo Huang John C. S. Lui 23 3 0 08 Sep 2017
Asymptotically Optimal Algorithms for Budgeted Multiple Play Bandits Alexander Luedtke E. Kaufmann Antoine Chambaz 33 7 0 30 Jun 2016
Double Thompson Sampling for Dueling Bandits Huasen Wu Xin Liu 27 87 0 25 Apr 2016
A Survey of Online Experiment Design with the Stochastic Multi-Armed Bandit Giuseppe Burtini Jason L. Loeppky Ramon Lawrence 46 119 0 02 Oct 2015