Evaluating COVID-19 vaccine allocation policies using Bayesian $m$-top exploration

Evaluating COVID-19 vaccine allocation policies using Bayesian $m$ -top exploration

30 January 2023

Alexandra Cimpean

Pieter J. K. Libin

Papers citing "Evaluating COVID-19 vaccine allocation policies using Bayesian $m$-top exploration"

16 / 16 papers shown

Title
Deep Reinforcement Learning for Efficient and Fair Allocation of Health Care Resources Yikuan Li Chengsheng Mao Kaixuan Huang Hanyin Wang Zheng Yu Mengdi Wang Yuan Luo OOD OffRL 47 1 0 15 Sep 2023
Exploring the Pareto front of multi-objective COVID-19 mitigation policies using reinforcement learning Mathieu Reymond Conor F. Hayes L. Willem Roxana Rădulescu S. Abrams ... Enda Howley Patrick Mannion N. Hens Ann Nowé Pieter J. K. Libin 44 8 0 11 Apr 2022
Multi-Armed Bandits with Dependent Arms Rahul Singh Fang Liu Yin Sun Ness B. Shroff 34 11 0 13 Oct 2020
VacSIM: Learning Effective Strategies for COVID-19 Vaccine Distribution using Reinforcement Learning R. Awasthi K. K. Guliani Saif Ahmad Khan Aniket Vashishtha M. S. Gill Arshita Bhatt A. Nagori Aniket Gupta Ponnurangam Kumaraguru Tavpritesh Sethi 67 24 0 14 Sep 2020
A framework for optimizing COVID-19 testing policy using a Multi Armed Bandit approach Hagit Grushka-Cohen Raphael Cohen Bracha Shapira Jacob Moran-Gilad Lior Rokach 11 7 0 28 Jul 2020
Stochastic bandits with arm-dependent delays Anne Gael Manegueu Claire Vernade Alexandra Carpentier Michal Valko 47 44 0 18 Jun 2020
Deep reinforcement learning for large-scale epidemic control Pieter J. K. Libin Arno Moonens T. Verstraeten F. Perez-Sanjines N. Hens P. Lemey Ann Nowé AI4CE 12 42 0 30 Mar 2020
Multi-Armed Bandits with Correlated Arms Samarth Gupta Shreyas Chaudhari Gauri Joshi Osman Yağan 86 51 0 06 Nov 2019
Regional Multi-Armed Bandits Zhiyang Wang Ruida Zhou Cong Shen 80 18 0 22 Feb 2018
Bayesian Best-Arm Identification for Selecting Influenza Mitigation Strategies Pieter J. K. Libin T. Verstraeten D. Roijers J. Grujić Kristof Theys P. Lemey A. Nowé 25 23 0 16 Nov 2017
Simple Bayesian Algorithms for Best Arm Identification Daniel Russo 43 277 0 26 Feb 2016
Optimal Best Arm Identification with Fixed Confidence Aurélien Garivier E. Kaufmann 59 341 0 15 Feb 2016
On the Complexity of Best Arm Identification in Multi-Armed Bandit Models E. Kaufmann Olivier Cappé Aurélien Garivier 108 1,021 0 16 Jul 2014
An Information-Theoretic Analysis of Thompson Sampling Daniel Russo Benjamin Van Roy 88 423 0 21 Mar 2014
Optimality of Thompson Sampling for Gaussian Bandits Depends on Priors Junya Honda Akimichi Takemura 41 63 0 08 Nov 2013
Stochastic epidemic models: a survey T. Britton 64 452 0 23 Oct 2009