Learning from Demonstrations of Critical Driving Behaviours Using Driver's Risk Field

Yurui Du, Flavia Sofia Acerbo, Jens Kober +1

In recent years, imitation learning (IL) has been widely used in industry as the core of autonomous vehicle (AV) planning modules. However, previous IL works show sample inefficien…