EvoEye: Self-Evolving Runtime Monitoring for Autonomous Driving Systems

Overview

EvoEye updates runtime monitors by identifying prediction errors and generating informative scenarios. Its temporal collision predictor and error-guided search are evaluated on Apollo with CARLA in highway and urban settings.