grant
CAREER: Enhancing Human-AI Collaboration Toward Trustworthy Learning-Based Network Controllers
Organization University of California-IrvineLocation IRVINE, United StatesPosted 1 Oct 2025Deadline 30 Sept 2030
NSFUS FederalResearch GrantScience FoundationCA
Description preview
Machine learning-based approaches are increasingly replacing manually designed heuristics in network controllers such as those used for adaptive bit rate video streaming and for Internet congestion control. However, these black-box learned models introduce new challenges for network operators. Key concerns include selecting appropriate training…
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