Zhen-Hao Huang

Looking Ahead and Back: Anticipatory Generative Modeling for Road-Network Trajectories

Trajectory generation underpins urban applications such as traffic management and urban planning. Within road networks, vehicle movement along road segments is largely deterministic, whereas transitions at intersections are critical--multiple outgoing paths may appear equally plausible, yet they can lead to substantial...