Learning a Safety Verifiable Adaptive Cruise Controller from Human Driving Data

Qin Lin, Sicco Verwer, John Dolan

Imitation learning provides a way to automatically construct a controller by mimicking human behavior from data. For safety-critical systems such as autonomous vehicles, it can be…