Optimizing Falsification for Learning-Based Control Systems: A Multi-Fidelity Bayesian Approach

Zahra Shahrooei, Mykel J. Kochenderfer, Ali Baheri

Testing controllers in safety-critical systems is vital for ensuring their safety and preventing failures. In this paper, we address the falsification problem within learning-based…