Batch-Size Independent Regret Bounds for the Combinatorial Multi-Armed Bandit Problem

8 May 2019

Papers citing "Batch-Size Independent Regret Bounds for the Combinatorial Multi-Armed Bandit Problem"

5 / 5 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
Non-stationary Bandits and Meta-Learning with a Small Set of Optimal Arms Javad Azizi T. Duong Yasin Abbasi-Yadkori András Gyorgy Claire Vernade Mohammad Ghavamzadeh 34 8 0 25 Feb 2022
Risk-Aware Algorithms for Combinatorial Semi-Bandits Ranga Shaarad Ayyagari Ambedkar Dukkipati 13 1 0 02 Dec 2021
Confidence-Budget Matching for Sequential Budgeted Learning Yonathan Efroni Nadav Merlis Aadirupa Saha Shie Mannor 19 10 0 05 Feb 2021
Matroid Bandits: Fast Combinatorial Optimization with Learning B. Kveton Zheng Wen Azin Ashkan Hoda Eydgahi Brian Eriksson 46 119 0 20 Mar 2014