Modeling Human Behavior in Cyber-Physical-Social Infrastructure Systems

Maral Doctorarastoo, Katherine Flanigan, Mario Bergés, Christopher McComb
January 2023
DOI
Type
Conference paper
Publication
Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation
Cyber-physical-social systems Hierarchical imitation and reinforcement learning Human behavior modeling Human-centric design
Maral Doctorarastoo
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
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.