ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles

Overview

ChatScene decomposes language descriptions into traffic behaviors and locations, then retrieves domain-specific code for CARLA scenarios. Experiments evaluate adversarial scenario quality and improvements from fine-tuning driving policies on generated cases.