Kuhn, D.
(2024),
Challenges of Assured Autonomy, IEEE Transactions on Reliability, [online], https://doi.org/10.1109/TR.2024.3366814, https://tsapps.nist.gov/publication/get_pdf.cfm?pub_id=956603
(Accessed November 21, 2024)
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Challenges of Assured Autonomy
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Abstract
This article summarizes some recent novel approaches to the problem of verification, testing, and assurance of autonomous systems. These include proxy verification and combinatorial methods for input space coverage measurement, which also has applications to explainable artificial intelligence. The ideas are evolving rapidly and likely to lead to interesting advances in reliability engineering.Citation
IEEE Transactions on Reliability
Volume
73
Issue
1
Pub Type
Journals
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Keywords
Autonomous systems , explainable artificial intelligence , testing , verification
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Created February 28, 2024, Updated August 21, 2024