Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Hua Zheng

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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

  Access Paper or Ask Questions

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) 

  Access Paper or Ask Questions

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

  Access Paper or Ask Questions

Global-Local Metamodel Assisted Two-Stage Optimization via Simulation

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

  Access Paper or Ask Questions