Centaur: Robust End-to-End Autonomous Driving with Test-Time Training

Overview

Centaur updates driving planners at test time by reducing a cluster-based uncertainty measure using prior observations. Evaluations and the navsafe benchmark examine safety-critical performance and failure modes of adaptive end-to-end planning.