Falsification of Learning-Based Controllers through Multi-Fidelity Bayesian Optimization

Zahra Shahrooei, Mykel J. Kochenderfer, Ali Baheri

Simulation-based falsification is a practical testing method to increase confidence that the system will meet safety requirements. Because full-fidelity simulations can be computat…