RiskFlow: Fast and Faithful Safety-Critical Traffic Scenario Generation

arXiv·low signal

RiskFlow generates rare, high-risk traffic scenarios for evaluating autonomous driving systems, prioritizing both speed and fidelity over existing diffusion-based approaches. Synthetic safety-critical scenario generation is essential for validating embodied/driving agents before deployment. Relevant to anyone building or evaluating autonomous agents in physical, high-stakes domains.