CARIL: Confidence-Aware Regression in Imitation Learning for Autonomous Driving

Elahe Delavari, Aws Khalil, Jaerock Kwon

End-to-end vision-based imitation learning has demonstrated promising results in autonomous driving by learning control commands directly from expert demonstrations. However, tradi…