113 citations · 140 across the 7 of their papers we have counts for
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cs.LG2020
Adaptive Stress Testing of Trajectory Predictions in Flight Management Systems
Robert J. Moss, Ritchie Lee, Nicholas Visser +3
To find failure events and their likelihoods in flight-critical systems, we investigate the use of an advanced black-box stress testing approach called adaptive stress testing. We…
cs.LG2020★ 5 cited
Cross-Entropy Method Variants for Optimization
Robert J. Moss
The cross-entropy (CE) method is a popular stochastic method for optimization due to its simplicity and effectiveness. Designed for rare-event simulations where the probability of…
cs.LG2020★ 113 cited
A Survey of Algorithms for Black-Box Safety Validation of Cyber-Physical Systems
Anthony Corso, Robert J. Moss, Mark Koren +2
Autonomous cyber-physical systems (CPS) can improve safety and efficiency for safety-critical applications, but require rigorous testing before deployment. The complexity of these…