Generating Realistic Safety-Critical Scenarios for Vehicle-Pedestrian Interactions

Overview

A three-stage approach combines real interaction data, multi-agent pretraining and CARLA reinforcement learning to generate vehicle-pedestrian scenarios. The resulting VPSCI dataset is evaluated for realistic evasive behavior and conflict severity.