Risk-Aware Occupancy for Safety-Oriented End-to-End Autonomous Driving.

arXiv:2609.21470v2 Announce Type: replace Abstract: Conventional end-to-end driving systems model the environment with sparse objects and lane elements. While efficient, this paradigm discards planning-critical information in crowded and occluded scenarios, pa