Diffusion-Based Failure Sampling for Evaluating Safety-Critical Autonomous Systems

Harrison Delecki, Marc R. Schlichting, Mansur Arief +3

Validating safety-critical autonomous systems in high-dimensional domains such as robotics presents a significant challenge. Existing black-box approaches based on Markov chain Mon…