Matroid Bandits: Fast Combinatorial Optimization with Learning

Matroid Bandits: Fast Combinatorial Optimization with Learning

20 March 2014

Papers citing "Matroid Bandits: Fast Combinatorial Optimization with Learning"

17 / 17 papers shown

Title
Recommenadation aided Caching using Combinatorial Multi-armed Bandits J. PavamanaK Chandramani Singh 38 1 0 28 Jan 2025
Online SuBmodular + SuPermodular (BP) Maximization with Bandit Feedback Adhyyan Narang Omid Sadeghi Lillian J. Ratliff Maryam Fazel J. Bilmes OffRL 13 1 0 07 Jul 2022
Multiple-Play Stochastic Bandits with Shareable Finite-Capacity Arms Xuchuang Wang Hong Xie John C. S. Lui 22 6 0 17 Jun 2022
No Regrets for Learning the Prior in Bandits Soumya Basu B. Kveton Manzil Zaheer Csaba Szepesvári 41 33 0 13 Jul 2021
Best Arm Identification for Cascading Bandits in the Fixed Confidence Setting Zixin Zhong Wang Chi Cheung Vincent Y. F. Tan 16 8 0 23 Jan 2020
Cascading Non-Stationary Bandits: Online Learning to Rank in the Non-Stationary Cascade Model Chang Li Maarten de Rijke 18 17 0 29 May 2019
Combinatorial Sleeping Bandits with Fairness Constraints Fengjiao Li Jia-Wei Liu Bo Ji 25 159 0 15 Jan 2019
Combinatorial Pure Exploration with Continuous and Separable Reward Functions and Its Applications (Extended Version) Weiran Huang Jungseul Ok Liang-Sheng Li Wei Chen 8 61 0 04 May 2018
Thompson Sampling for Combinatorial Semi-Bandits Siwei Wang Wei Chen 11 124 0 13 Mar 2018
Combinatorial Semi-Bandits with Knapsacks Karthik Abinav Sankararaman Aleksandrs Slivkins 25 48 0 23 May 2017
Improving Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms and Its Applications Qinshi Wang Wei Chen 25 85 0 05 Mar 2017
Asymptotically Optimal Algorithms for Budgeted Multiple Play Bandits Alexander Luedtke E. Kaufmann Antoine Chambaz 11 7 0 30 Jun 2016
DCM Bandits: Learning to Rank with Multiple Clicks S. Katariya B. Kveton Csaba Szepesvári Zheng Wen 19 96 0 09 Feb 2016
Deep Reinforcement Learning with Attention for Slate Markov Decision Processes with High-Dimensional States and Actions P. Sunehag Richard Evans Gabriel Dulac-Arnold Yori Zwols D. Visentin Ben Coppin 17 43 0 03 Dec 2015
Combinatorial Cascading Bandits B. Kveton Zheng Wen Azin Ashkan Csaba Szepesvári 21 110 0 15 Jul 2015
Combinatorial Multi-Armed Bandit and Its Extension to Probabilistically Triggered Arms Wei Chen Yajun Wang Yang Yuan Qinshi Wang 46 278 0 31 Jul 2014
Efficient Learning in Large-Scale Combinatorial Semi-Bandits Zheng Wen B. Kveton Azin Ashkan OffRL 52 96 0 28 Jun 2014