Reinforcement Learning

Digital Twin Calibration with Model-Based Reinforcement Learning
This paper presents a novel methodological framework, called the Actor-Simulator, that incorporates the calibration of digital twins …
Hua Zheng, Wei Xie, Ilya O Ryzhov, Keilung Choy
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Opportunities of Hybrid Model-based Reinforcement Learning for Cell Therapy Manufacturing Process Development and Control
Hua Zheng, Wei Xie, Keqi Wang, Zheng Li
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Reinforcement Learning Assisted Oxygen Therapy for COVID-19 Patients Under Intensive Care
Background: Patients with severe Coronavirus disease 19 (COVID-19) typically require supplemental oxygen as an essential treatment. We …
Hua Zheng, Jiahao Zhu, Wei Xie, Judy Zhong
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