1. Explore the Potential of Reinforcement Learning: Dosing Control and Sketch Generation Open Access Author: Wang, Haizhou Title: Explore the Potential of Reinforcement Learning: Dosing Control and Sketch Generation Graduate Program: Industrial Engineering Keywords: Reinfocement LearningHeparin Dosing ControlSketch GenerationData-Driven MethodQ-LearningContinuous Action SpaceAttribute Selection File: Download Wang_Thesis_Final_v2.pdf Committee Members: Hui Yang, Thesis Advisor/Co-AdvisorLing Rothrock, Program Head/ChairHui Zhao, Committee MemberPeng Liu, Committee Member