1. Learning and Decision Optimization in Data-Driven Autonomous Systems Open Access Author: Jha, Devesh Kumar Title: Learning and Decision Optimization in Data-Driven Autonomous Systems Graduate Program: Mechanical Engineering Keywords: Autonomous SystemsMachine LearningMarkov ModelingCombustion InstabilityDecision MakingMotion Planning File: Download Devesh-Dissertation.pdf Committee Members: Asok Ray, Dissertation Advisor/Co-AdvisorAsok Ray, Committee Chair/Co-ChairChristopher Rahn, Committee MemberThomas Wettergren, Committee MemberMinghui Zhu, Outside MemberJan Severin Reimann, Outside MemberAbhishek Srivastav, Special Member