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Author:

Saifullah, Mohammad

Title:

Deep Reinforcement Learning Based Decision-Making Frameworks for Infrastructure Management Under Uncertainty

Graduate Program:

Civil Engineering

Keywords:

Deep Reinforcement Learning (DRL)
Multi-Agent Systems
POMDPs
Decision-Making Frameworks
Infrastructure Management
Value of Information
Structural Health Monitoring
Life-Cycle Costs Optimization
Stochastic Modeling
Traffic
Transportation networks

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Committee Members:

Farshad Rajabipour, Program Head/Chair
Shelley Stoffels, Major Field Member
Hui Yang, Outside Field Member
Hadi Hosseini, Outside Unit Member
Gordon Warn, Major Field Member
Kostas Papakonstantinou, Chair & Dissertation Advisor