Physics-Grounded Causal Auditing of End-to-End Driving Planners

Zikun Guo, Yuanyuan Li, Minglan Chen +2

End-to-end (E2E) autonomous-driving planners trained by imitation are prone to statistical shortcuts: they associate scene elements that merely co-occur with expert actions (a road…