Combinatorial Multi-Armed Bandit and Its Extension to Probabilistically Triggered Arms

31 July 2014

Papers citing "Combinatorial Multi-Armed Bandit and Its Extension to Probabilistically Triggered Arms"

25 / 25 papers shown

Title
Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and Beyond Xutong Liu Siwei Wang Jinhang Zuo Han Zhong Xuchuang Wang Zhiyong Wang Shuai Li Mohammad Hajiesmaili J. C. Lui Wei Chen 85 1 0 03 Jun 2024
Mode Estimation with Partial Feedback Charles Arnal Vivien A. Cabannes Vianney Perchet 45 0 0 20 Feb 2024
Cooperative Multi-Agent Graph Bandits: UCB Algorithm and Regret Analysis Phevos Paschalidis Runyu Zhang Na Li 28 0 0 18 Jan 2024
Online Influence Maximization under Decreasing Cascade Model Fang-yuan Kong Jize Xie Baoxiang Wang Tao Yao Shuai Li 13 5 0 19 May 2023
Multiplier Bootstrap-based Exploration Runzhe Wan Haoyu Wei B. Kveton R. Song 16 2 0 03 Feb 2023
Multiple-Play Stochastic Bandits with Shareable Finite-Capacity Arms Xuchuang Wang Hong Xie John C. S. Lui 24 6 0 17 Jun 2022
Combinatorial Causal Bandits Shi Feng Wei Chen CML 19 13 0 04 Jun 2022
Networked Restless Multi-Armed Bandits for Mobile Interventions H. Ou Christoph Siebenbrunner J. Killian M. Brooks David Kempe Yevgeniy Vorobeychik Milind Tambe 37 7 0 28 Jan 2022
Hierarchical Bayesian Bandits Joey Hong B. Kveton Manzil Zaheer Mohammad Ghavamzadeh FedML 47 37 0 12 Nov 2021
Online Learning of Independent Cascade Models with Node-level Feedback Shuoguang Yang Van-Anh Truong 21 2 0 06 Sep 2021
No Regrets for Learning the Prior in Bandits Soumya Basu B. Kveton Manzil Zaheer Csaba Szepesvári 41 33 0 13 Jul 2021
Policy Optimization as Online Learning with Mediator Feedback Alberto Maria Metelli Matteo Papini P. DÓro Marcello Restelli OffRL 27 10 0 15 Dec 2020
Fully Gap-Dependent Bounds for Multinomial Logit Bandit Jiaqi Yang 11 2 0 19 Nov 2020
Restless-UCB, an Efficient and Low-complexity Algorithm for Online Restless Bandits Siwei Wang Longbo Huang John C. S. Lui OffRL 24 38 0 05 Nov 2020
Dual-Mandate Patrols: Multi-Armed Bandits for Green Security Lily Xu Elizabeth Bondi-Kelly Fei Fang Andrew Perrault Kai Wang Milind Tambe 21 44 0 14 Sep 2020
Carousel Personalization in Music Streaming Apps with Contextual Bandits Walid Bendada Guillaume Salha-Galvan Théo Bontempelli 26 56 0 14 Sep 2020
Exploration by Optimisation in Partial Monitoring Tor Lattimore Csaba Szepesvári 23 38 0 12 Jul 2019
Adaptive Sensor Placement for Continuous Spaces James A Grant A. Boukouvalas Ryan-Rhys Griffiths David S Leslie Sattar Vakili Enrique Munoz de Cote 16 13 0 16 May 2019
Combinatorial Pure Exploration with Continuous and Separable Reward Functions and Its Applications (Extended Version) Weiran Huang Jungseul Ok Liang-Sheng Li Wei Chen 13 61 0 04 May 2018
Thompson Sampling for Combinatorial Semi-Bandits Siwei Wang Wei Chen 13 125 0 13 Mar 2018
Online Learning: A Comprehensive Survey Guosheng Lin Doyen Sahoo Jing Lu P. Zhao OffRL 27 633 0 08 Feb 2018
Combinatorial Multi-Armed Bandits with Filtered Feedback James A. Grant David S. Leslie K. Glazebrook R. Szechtman 32 1 0 26 May 2017
Improving Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms and Its Applications Qinshi Wang Wei Chen 27 85 0 05 Mar 2017
Influence Maximization with Bandits Sharan Vaswani L. Lakshmanan Mark Schmidt 23 65 0 27 Feb 2015
Matroid Bandits: Fast Combinatorial Optimization with Learning B. Kveton Zheng Wen Azin Ashkan Hoda Eydgahi Brian Eriksson 46 119 0 20 Mar 2014