1. Data driven decision making under uncertainty for intelligent life-cycle control of the built environment Open Access Author: Andriotis, Charalampos Title: Data driven decision making under uncertainty for intelligent life-cycle control of the built environment Graduate Program: Civil Engineering Keywords: Structural FragilityHidden Markov ModelsPartially Observable Markov Decision ProcessesDeep Reinforcement LearningStochastic MechanicsLife-cycle systems management File: Download PhD_Dissertation_CPAndriotis_Final.pdf Committee Members: Konstantinos Papakonstantinou, Dissertation Advisor/Co-AdvisorKonstantinos Papakonstantinou, Committee Chair/Co-ChairGordon Patrick Warn, Committee MemberSukran Ilgin Guler, Committee MemberClyde Lee Giles, Outside Member
