Personalized Federated Learning of Driver Prediction Models for Autonomous Driving

Manabu Nakanoya, Junha Im, Hang Qiu +3

Autonomous vehicles (AVs) must interact with a diverse set of human drivers in heterogeneous geographic areas. Ideally, fleets of AVs should share trajectory data to continually re…