Preference-Aware Human Spatial Behavior Modeling in Cyber-Physical-Human Systems
Type
Publication
IFAC-PapersOnLine
Maral Doctorarastoo
PhD Candidate
My research focuses on data-driven modeling of human behavior and experience in built environments. I develop hierarchical frameworks that integrate imitation learning, reinforcement learning, graph neural networks, and large language models to infer, predict, and generalize spatio-temporal human behavior and subjective experience across environments.
Mario Bergés
Professor of Civil and Environmental Engineering
My research interests vary, but generally gravitate towards the development of technologies to make our built enviornment and the communities in them more autonomous and efficient. Lately I am interested in developing responsible autonomous solutions for infrastructure systems.