USDOT VRUPOD, USDOT VRUMAP, USDOT Multiagent.
[PI] “VRUPOD: VRU-Personalized, Optimum, and Dynamic Routing”, USDOT through CATM, co-PIs: Yi, Seong (NCA&T), Owens, Miller (VTTI), 2/2019 – 1/2021.
[Collaborator] “VRUMAP: Vulnerable Road User Mobility Assistance Platform”, USDOT through CATM,PIs Owens (VTTI), 2/2018 – 1/2022.
[PI] “Multi-agent Reinforcement Learning-based Pedestrian Dynamics Models for Emergency Evacuation”, USDOT through CATM, co-PIs: Liu, Namilae (ERAU), 5/2019
