Improving Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms and Its Applications

5 March 2017

Papers citing "Improving Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms and Its Applications"

13 / 13 papers shown

Title
Bandits with Anytime Knapsacks Eray Can Elumar Cem Tekin Osman Yagan 141 0 0 30 Jan 2025
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 205 4 0 03 Jun 2024
Model-Independent Online Learning for Influence Maximization Sharan Vaswani Branislav Kveton Zheng Wen Mohammad Ghavamzadeh L. Lakshmanan Mark Schmidt 54 15 0 01 Mar 2017
Combinatorial Multi-Armed Bandit with General Reward Functions Wei Chen Wei Hu Fu Li Jiacheng Li Yu Liu Pinyan Lu 78 133 0 20 Oct 2016
Multiple-Play Bandits in the Position-Based Model Paul Lagrée Claire Vernade Olivier Cappé 44 84 0 08 Jun 2016
Online Influence Maximization under Independent Cascade Model with Semi-Bandit Feedback Zheng Wen Branislav Kveton Michal Valko Sharan Vaswani 43 18 0 21 May 2016
Combinatorial Cascading Bandits Branislav Kveton Zheng Wen Azin Ashkan Csaba Szepesvári 69 112 0 15 Jul 2015
Influence Maximization with Bandits Sharan Vaswani L. Lakshmanan Mark Schmidt 58 65 0 27 Feb 2015
Cascading Bandits: Learning to Rank in the Cascade Model Branislav Kveton Csaba Szepesvári Zheng Wen Azin Ashkan 197 284 0 10 Feb 2015
Combinatorial Multi-Armed Bandit and Its Extension to Probabilistically Triggered Arms Wei Chen Yajun Wang Yang Yuan Qinshi Wang 106 286 0 31 Jul 2014
Matroid Bandits: Fast Combinatorial Optimization with Learning Branislav Kveton Zheng Wen Azin Ashkan Hoda Eydgahi Brian Eriksson 96 121 0 20 Mar 2014
Thompson Sampling for Complex Bandit Problems Aditya Gopalan Shie Mannor Yishay Mansour 152 203 0 03 Nov 2013
Combinatorial Network Optimization with Unknown Variables: Multi-Armed Bandits with Linear Rewards Yi Gai Bhaskar Krishnamachari Rahul Jain 182 263 0 22 Nov 2010