Optimization of Rulebooks via Asymptotically Representing Lexicographic Hierarchies for Autonomous Vehicles

Matteo Penlington, Alessandro Zanardi, Emilio Frazzoli

A key challenge in autonomous driving is that Autonomous Vehicles (AVs) must contend with multiple, often conflicting, planning requirements. These requirements naturally form in a…