Collision Risk Estimation via Loss Prediction in End-to-End Autonomous Driving

Ziliang Xiong, Shipeng Liu, Nathaniel Helgesen +3

Collision risk estimation and avoidance play central roles in the safety of autonomous driving (AD) systems. Recently emerged end-to-end AD systems gain collision avoidance ability…