Rethinking Self-driving: Multi-task Knowledge for Better Generalization and Accident Explanation Ability

Zhihao Li, Toshiyuki Motoyoshi, Kazuma Sasaki +2

Current end-to-end deep learning driving models have two problems: (1) Poor generalization ability of unobserved driving environment when diversity of training driving dataset is l…