Deep Reinforcement Learning Based Cost-Benefit Analysis for Hospital Capacity Planning

Salman Sadiq Shuvo; Md Rubel Ahmed; Hasan Symum; Yasin Yilmaz

doi:10.1109/IJCNN52387.2021.9533482

Deep Reinforcement Learning Based Cost-Benefit Analysis for Hospital Capacity Planning

Salman Sadiq Shuvo
, Md Rubel Ahmed
, Hasan Symum
, Yasin Yilmaz

University of South Florida, Tampa

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	IJCNN 2021 - International Joint Conference on Neural Networks, Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9780738133669
DOIs	https://doi.org/10.1109/IJCNN52387.2021.9533482
State	Published - Jul 18 2021
Externally published	Yes
Event	2021 International Joint Conference on Neural Networks, IJCNN 2021 - Virtual, Online, China Duration: Jul 18 2021 → Jul 22 2021

Publication series

Series	Proceedings of the International Joint Conference on Neural Networks
Volume	2021-July
ISSN	2161-4393

Conference

Conference	2021 International Joint Conference on Neural Networks, IJCNN 2021
Country/Territory	China
City	Virtual, Online
Period	7/18/21 → 7/22/21

ASJC Scopus Subject Areas

Software
Artificial Intelligence

Keywords

agent based modeling
deep RL
Hospital bed capacity
markov decision process
reinforcement learning

Access to Document

10.1109/IJCNN52387.2021.9533482

Cite this

Deep Reinforcement Learning Based Cost-Benefit Analysis for Hospital Capacity Planning. / Shuvo, Salman Sadiq; Ahmed, Md Rubel; Symum, Hasan et al.
IJCNN 2021 - International Joint Conference on Neural Networks, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2021. (Proceedings of the International Joint Conference on Neural Networks, Vol. 2021-July).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Shuvo, SS, Ahmed, MR, Symum, H & Yilmaz, Y 2021, Deep Reinforcement Learning Based Cost-Benefit Analysis for Hospital Capacity Planning. in IJCNN 2021 - International Joint Conference on Neural Networks, Proceedings. Institute of Electrical and Electronics Engineers Inc., Proceedings of the International Joint Conference on Neural Networks, vol. 2021-July, 2021 International Joint Conference on Neural Networks, IJCNN 2021, Virtual, Online, China, 7/18/21. https://doi.org/10.1109/IJCNN52387.2021.9533482

Shuvo SS, Ahmed MR, Symum H, Yilmaz Y. Deep Reinforcement Learning Based Cost-Benefit Analysis for Hospital Capacity Planning. In IJCNN 2021 - International Joint Conference on Neural Networks, Proceedings. Institute of Electrical and Electronics Engineers Inc. 2021. (Proceedings of the International Joint Conference on Neural Networks, Vol. 2021-July). doi: 10.1109/IJCNN52387.2021.9533482

Shuvo, Salman Sadiq ; Ahmed, Md Rubel ; Symum, Hasan et al. / Deep Reinforcement Learning Based Cost-Benefit Analysis for Hospital Capacity Planning. IJCNN 2021 - International Joint Conference on Neural Networks, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2021. (Proceedings of the International Joint Conference on Neural Networks, Vol. 2021-July).

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Deep Reinforcement Learning Based Cost-Benefit Analysis for Hospital Capacity Planning

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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