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Reinforcement learning based framework for COVID-19 resource allocation

In this paper, a reinforcement learning based framework is developed for COVID-19 resource allocation. We first construct an agent-based epidemic environment to model the transmission dynamics in multiple states. Then, a multi-agent reinforcement-learning algorithm is proposed based on the time-vary...

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Detalles Bibliográficos
Autores principales: Zong, Kai, Luo, Cuicui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Published by Elsevier Ltd. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8800507/
https://www.ncbi.nlm.nih.gov/pubmed/35125625
http://dx.doi.org/10.1016/j.cie.2022.107960