Verification and validation processes play a vital role in ensuring the safety and reliability of automated driving. Scenario-based testing has emerged as an effective method for identifying critical scenarios that challenge the capabilities of automated driving systems. This presentation aims to explore how to leverage the potential of Generative AI for traffic scenario generation. The session will highlight the capability of Generative AI models for guiding the scenario generation process towards critical scenarios and will discuss on the challenge how to ensure plausibility of the generated traffic scenarios.
In this session, you will learn more about:
- Impact of Generative AI for scenario-based testing
- Control mechanisms for AI-based scenario generation
- Ensuring plausibility of traffic scenarios
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