Chat2Scenic: An Iterative RAG-Based Framework for Scenario Generation in Autonomous Driving
July 14, 2026
Chat2Scenic uses an iterative retrieval-augmented generation framework to convert regulatory descriptions into executable autonomous driving scenario scripts in Domain Specific Language. The system addresses the trade-off between scalability and compilation success rates by allowing interactive refinement through a chatbot interface to ground script generation.