A Survey on Contextual Multi-armed Bandits

13 August 2015

Papers citing "A Survey on Contextual Multi-armed Bandits"

15 / 15 papers shown

Title
Active Inference in Contextual Multi-Armed Bandits for Autonomous Robotic Exploration Shohei Wakayama Alberto Candela Paul Hayne Nisar R. Ahmed 48 0 0 07 Aug 2024
Approximate information for efficient exploration-exploitation strategies A. Barbier–Chebbah Christian L. Vestergaard Jean-Baptiste Masson 29 2 0 04 Jul 2023
Geometry-Aware Approaches for Balancing Performance and Theoretical Guarantees in Linear Bandits Yuwei Luo Mohsen Bayati 26 1 0 26 Jun 2023
AdaChain: A Learned Adaptive Blockchain Chenyuan Wu Bhavana Mehta Mohammad Javad Amiri Ryan Marcus B. T. Loo 23 14 0 03 Nov 2022
Reinforcement Learning and Bandits for Speech and Language Processing: Tutorial, Review and Outlook Baihan Lin OffRL AI4TS 37 27 0 24 Oct 2022
A Scalable Recommendation Engine for New Users and Items Boya Xu Yiting Deng C. Mela 35 2 0 06 Sep 2022
Metadata-based Multi-Task Bandits with Bayesian Hierarchical Models Runzhe Wan Linjuan Ge Rui Song 38 28 0 13 Aug 2021
Knowledge Infused Policy Gradients with Upper Confidence Bound for Relational Bandits Kaushik Roy Qi Zhang Manas Gaur A. Sheth OffRL 38 15 0 25 Jun 2021
Contextual Constrained Learning for Dose-Finding Clinical Trials Hyun-Suk Lee Cong Shen James Jordon M. Schaar 22 14 0 08 Jan 2020
Multi-Armed Bandits with Correlated Arms Samarth Gupta Shreyas Chaudhari Gauri Joshi Osman Yağan 22 50 0 06 Nov 2019
Rarely-switching linear bandits: optimization of causal effects for the real world B. Lansdell Sofia Triantafillou Konrad Paul Kording 22 4 0 30 May 2019
Multi-Statistic Approximate Bayesian Computation with Multi-Armed Bandits Prashant Singh Andreas Hellander 34 2 0 22 May 2018
Online Learning: A Comprehensive Survey Guosheng Lin Doyen Sahoo Jing Lu P. Zhao OffRL 31 636 0 08 Feb 2018
Latent Contextual Bandits and their Application to Personalized Recommendations for New Users Li Zhou Emma Brunskill 19 62 0 22 Apr 2016
A Survey of Online Experiment Design with the Stochastic Multi-Armed Bandit Giuseppe Burtini Jason L. Loeppky Ramon Lawrence 39 119 0 02 Oct 2015