Beyond Imitation: Learning Safe End-to-End Autonomous Driving from Hard Negatives

Junli Wang, Zhihua Hua, Xueyi Liu +7

Existing imitation learning methods for end-to-end autonomous driving predominantly learn from successful demonstrations by minimizing geometric deviations from expert trajectories…