Online Update of Safety Assurances Using Confidence-Based Predictions

Overview

The approach treats human-motion prediction confidence as a virtual state in Hamilton–Jacobi reachability analysis. Precomputed parameter-conditioned reachable tubes update driving plans online when observed behavior diverges from a learned prediction model.