Finding Failures in High-Fidelity Simulation using Adaptive Stress Testing and the Backward Algorithm

Mark Koren, Ahmed Nassar, Mykel J. Kochenderfer

Validating the safety of autonomous systems generally requires the use of high-fidelity simulators that adequately capture the variability of real-world scenarios. However, it is g…