Decision-dependent distributionally robust Markov decision process method in dynamic epidemic control

In this article, we present a Distributionally Robust Markov Decision Process (DRMDP) approach for addressing the dynamic epidemic control problem. The Susceptible-Exposed-Infectious-Recovered (SEIR) model is widely used to represent the stochastic spread of infectious diseases, such as COVID-19. Al...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	IISE transactions Jg. ahead-of-print; H. ahead-of-print; S. 1 - 13
Hauptverfasser:	Song, Jun, Yang, William, Zhao, Chaoyue
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Taylor & Francis 02.04.2024
Schlagworte:	Distributionally robust Markov decision process distributionally robust optimization epidemic control real-time dynamic programming SEIR model
ISSN:	2472-5854, 2472-5862
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!