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Multi-Objective Reinforcement Learning Based Healthcare Expansion Planning Considering Pandemic Events

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posted on 2022-03-10, 23:13 authored by Salman Sadiq ShuvoSalman Sadiq Shuvo, Hasan Symum, Md Rubel Ahmed, Yasin Yilmaz, Jose L. Zayas-Castro
hospital admission, Disease Burden (DB), and Social Vulnerability Index (SVI) data between 2010-2019 from State Inpatient Databases (SID)

“HCUP State Inpatient Databases (SID). Healthcare Cost and
Utilization Project (HCUP). 2010-2017.” [Online]. Available: www.
hcup-us.ahrq.gov/sidoverview.jsp

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Email Address of Submitting Author

salmansadiq@usf.edu

ORCID of Submitting Author

0000-0003-1577-7341

Submitting Author's Institution

University of South Florida

Submitting Author's Country

  • United States of America

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    Keywords

    Multi-Objective OptimizationDeep Reinforcement Learning (DRL)Markov decision process (MDP)Healthcare capacity expansionDenial of Service

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    CC BY-NC-SA 4.0

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