Deep Predictive Models for Collision Risk Assessment in Autonomous Driving

Mark Strickland, Georgios Fainekos, Heni Ben Amor

In this paper, we investigate a predictive approach for collision risk assessment in autonomous and assisted driving. A deep predictive model is trained to anticipate imminent acci…