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Author:

Wang, Xue

Title:

HIGH DIMENSIONAL STATISTICAL LEARNING AND DECISION MAKING

Graduate Program:

Industrial Engineering

Keywords:

High Dimensional Learning
Statistical Learning
Decision Making
Optimization

File:

Download Xue_Wang_Dissertation.pdf

Committee Members:

Tao Yao, Dissertation Advisor/Co-Advisor
Tao Yao, Committee Chair/Co-Chair
Vinayak V Shanbhag, Committee Member
Runze Li, Committee Member
Xingyuan Fang, Outside Member

Author:

Wang, Haizhou

Title:

Explore the Potential of Reinforcement Learning: Dosing Control and Sketch Generation

Graduate Program:

Industrial Engineering

Keywords:

Reinfocement Learning
Heparin Dosing Control
Sketch Generation
Data-Driven Method
Q-Learning
Continuous Action Space
Attribute Selection

File:

Download Wang_Thesis_Final_v2.pdf

Committee Members:

Hui Yang, Thesis Advisor/Co-Advisor
Ling Rothrock, Program Head/Chair
Hui Zhao, Committee Member
Peng Liu, Committee Member