Data-Driven Risk Fields for Safer End-to-End Autonomous Driving

Yuanxin Tian, Zhiyuan Liu, Jinhao Li +9

Safety is a fundamental requirement for autonomous driving, yet existing end-to-end driving models still lack explicit risk-aware learning capacities. Existing rule-based risk mode…