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11/04/2020
Adaptive Stress Testing of Trajectory Predictions in Flight Management Systems
To find failure events and their likelihoods in flight-critical systems,...
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05/06/2020
A Survey of Algorithms for Black-Box Safety Validation
Autonomous and semi-autonomous systems for safety-critical applications ...
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04/14/2020
Scalable Autonomous Vehicle Safety Validation through Dynamic Programming and Scene Decomposition
An open question in autonomous driving is how best to use simulation to ...
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03/05/2020
Validation of Image-Based Neural Network Controllers through Adaptive Stress Testing
Neural networks have become state-of-the-art for computer vision problem...
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02/05/2019
Adaptive Stress Testing for Autonomous Vehicles
This paper presents a method for testing the decision making systems of ...
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11/06/2018
Adaptive Stress Testing: Finding Failure Events with Reinforcement Learning
Finding the most likely path to a set of failure states is important to ...
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08/09/2014