Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms

31 August 2022

Papers citing "Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms"

8 / 8 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 180 4 0 03 Jun 2024
Minimax Regret for Cascading Bandits Daniel Vial Sujay Sanghavi Sanjay Shakkottai R. Srikant 42 13 0 23 Mar 2022
Multi-layered Network Exploration via Random Walks: From Offline Optimization to Online Learning Xutong Liu Jinhang Zuo Xiaowei Chen Wei Chen John C. S. Lui OffRL 29 14 0 09 Jun 2021
Nearly Minimax Optimal Reinforcement Learning for Linear Mixture Markov Decision Processes Dongruo Zhou Quanquan Gu Csaba Szepesvári 66 206 0 15 Dec 2020
Online Influence Maximization under Linear Threshold Model Shuai Li Fang-yuan Kong Kejie Tang Qizhi Li Wei Chen 40 39 0 12 Nov 2020
Statistically Efficient, Polynomial Time Algorithms for Combinatorial Semi Bandits Thibaut Cuvelier Richard Combes É. Gourdin 28 21 0 17 Feb 2020
Cascading Bandits: Learning to Rank in the Cascade Model Branislav Kveton Csaba Szepesvári Zheng Wen Azin Ashkan 168 284 0 10 Feb 2015
Combinatorial Multi-Armed Bandit and Its Extension to Probabilistically Triggered Arms Wei Chen Yajun Wang Yang Yuan Qinshi Wang 82 284 0 31 Jul 2014