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AdaStressThis is a tutorial on AdaStress, a tool for finding and analyzing the likeliest failures in a simulated system under test. The presentation outlines the adaptive stress testing framework, provides a demonstration of use, and showcases several examples of failure detection in a complex real-world system.
Document ID
20220009610
Acquisition Source
Ames Research Center
Document Type
Presentation
Authors
Adrian Agogino (Ames Research Center Mountain View, California, United States)
Rory Lipkis (Wyle (United States) El Segundo, California, United States)
Date Acquired
June 21, 2022
Subject Category
Cybernetics, Artificial Intelligence And Robotics
Meeting Information
Meeting: NASA V&V Commercial Systems TC-3 Conference and Seminar Series
Location: Virtual
Country: US
Start Date: July 12, 2022
Sponsors: Ames Research Center
Funding Number(s)
WBS: 340428.02.20.01.01
Distribution Limits
Public
Copyright
Public Use Permitted.
Technical Review
NASA Peer Committee
Keywords
Reinforcement learning
Stress testing
validation
Collision avoidance
Rare events

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