Identifying and Explaining Safety-critical Scenarios for Autonomous Vehicles via Key Features

Overview

Instance Space Analysis selects features that distinguish safe and unsafe driving scenarios and visualizes their effects in two dimensions. Classifiers assess predictive usefulness, supporting test-suite coverage analysis, scenario selection, and prioritization.