Declarative Scenario-based Testing with RoadLogic

📰 ArXiv cs.AI

Declarative scenario-based testing with RoadLogic improves validation of autonomous vehicles

advanced Published 31 Mar 2026
Action Steps
  1. Utilize declarative languages like ASAM OpenSCENARIO DSL to raise the abstraction level
  2. Implement RoadLogic to systematically instantiate concrete and specification-compliant scenarios
  3. Apply scenario-based testing to validate autonomous vehicles and improve safety
Who Needs to Know This

AI engineers and researchers working on autonomous vehicles can benefit from this approach to improve testing efficiency and safety, while developers can utilize the declarative language to reduce manual enumeration of scenario variants

Key Insight

💡 Declarative languages and RoadLogic can improve the efficiency and safety of autonomous vehicle testing

Share This
🚗💡 Declarative scenario-based testing with RoadLogic for safer autonomous vehicles

Key Takeaways

Declarative scenario-based testing with RoadLogic improves validation of autonomous vehicles

Full Article

Title: Declarative Scenario-based Testing with RoadLogic

Abstract:
arXiv:2603.09455v2 Announce Type: replace-cross Abstract: Scenario-based testing is a key method for cost-effective and safe validation of autonomous vehicles (AVs). Existing approaches rely on imperative scenario definitions, requiring developers to manually enumerate numerous variants to achieve coverage. Declarative languages, such as ASAM OpenSCENARIO DSL (OS2), raise the abstraction level but lack systematic methods for instantiating concrete and specification-compliant scenarios. To our kn
Read full paper → ← Back to Reads