Safer End-to-End Autonomous Driving via Conditional Imitation Learning and Command Augmentation

Renhao Wang, Adam Scibior, Frank Wood

Imitation learning is a promising approach to end-to-end training of autonomous vehicle controllers. Typically the driving process with such approaches is entirely automatic and bl…