3 citations · 4 across the 2 of their papers we have counts for
3 papers
cs.LG2021
Reinforcement Learning Assisted Oxygen Therapy for COVID-19 Patients Under Intensive Care
Hua Zheng, Jiahao Zhu, Wei Xie +1
Patients with severe Coronavirus disease 19 (COVID-19) typically require supplemental oxygen as an essential treatment. We developed a machine learning algorithm, based on a deep R…
cs.CY2020★ 3 cited
Personalized Multimorbidity Management for Patients with Type 2 Diabetes Using Reinforcement Learning of Electronic Health Records
Hua Zheng, Ilya O. Ryzhov, Wei Xie +1
Comorbid chronic conditions are common among people with type 2 diabetes. We developed an Artificial Intelligence algorithm, based on Reinforcement Learning (RL), for personalized…
cs.LG2020★ 1 cited
Green Simulation Assisted Reinforcement Learning with Model Risk for Biomanufacturing Learning and Control
Hua Zheng, Wei Xie, Mingbin Ben Feng
Biopharmaceutical manufacturing faces critical challenges, including complexity, high variability, lengthy lead time, and limited historical data and knowledge of the underlying sy…