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Reinforcement Learning Assisted Oxygen Therapy for COVID-19 Patients Under Intensive Care


May 19, 2021
Hua Zheng, Jiahao Zhu, Wei Xie, Judy Zhong

* 23 pages, 2 figures 

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Policy Optimization in Bayesian Network Hybrid Models of Biomanufacturing Processes


May 13, 2021
Hua Zheng, Wei Xie, Ilya O. Ryzhov, Dongming Xie

* 32 pages, 5 figures 

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Incorporating Connections Beyond Knowledge Embeddings: A Plug-and-Play Module to Enhance Commonsense Reasoning in Machine Reading Comprehension


Mar 26, 2021
Damai Dai, Hua Zheng, Zhifang Sui, Baobao Chang


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Personalized Multimorbidity Management for Patients with Type 2 Diabetes Using Reinforcement Learning of Electronic Health Records


Oct 29, 2020
Hua Zheng, Ilya O. Ryzhov, Wei Xie, Judy Zhong

* 26 pages, 3 figures 

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Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational Assumptions


Sep 27, 2020
Damai Dai, Hua Zheng, Fuli Luo, Pengcheng Yang, Baobao Chang, Zhifang Sui


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Green Simulation Assisted Reinforcement Learning with Model Risk for Biomanufacturing Learning and Control


Jun 17, 2020
Hua Zheng, Wei Xie, Mingbin Ben Feng

* 12 pages, 1 figures. To appear in the Proceedings of the 2020 Winter Simulation Conference (WSC) 

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Reinforcement Learning for Market Making in a Multi-agent Dealer Market


Nov 14, 2019
Sumitra Ganesh, Nelson Vadori, Mengda Xu, Hua Zheng, Prashant Reddy, Manuela Veloso


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Global-Local Metamodel Assisted Two-Stage Optimization via Simulation


Oct 13, 2019
Wei Xie, Yuan Yi, Hua Zheng


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