grant
CAREER: Enabling Trustworthy Complex Learning-enabled Autonomy
Organization University of FloridaLocation GAINESVILLE, United StatesPosted 1 Oct 2025Deadline 31 Jan 2030
NSFUS FederalResearch GrantScience FoundationFL
Description preview
Machine learning (ML) is projected to be essential in future autonomy development. However, ML components such as deep neural networks (DNNs) may react unexpectedly to even tiny input variations. Recent incidents in ML-powered systems, such as Tesla and Uber autonomous vehicles, raise an urgent need for techniques and tools to formally verify the…
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