AI, Machine Learning & Mobility
Developing contex-aware artificial intelligence for automated vehicles and interpretable machine learning for travel behaviour modelling.
VIRE is a multi-player, multi-modal, dynamic digital twin that uses virtual reality for travel behaviour analysis. It is used to develop complex choice experiments for behavioural analysis as well as for human-in-the-loop training of automated vehicles.
Farooq, B., Cherchi, E., & Sobhani, A. (2018). Virtual immersive reality for stated preference travel behavior experiments: A case study of autonomous vehicles on urban roads. Transportation research record, 2672(50), 35-45.