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Data-Driven Compositional Safety Verification of Interconnected Monotone Systems

Alavi, Amirreza et al.
arXiv (All) · Papers
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systems-and-control
This paper introduces a sample-efficient compositional method for formal safety verification of interconnected monotone systems without requiring explicit models of the local subsystems. Existing data-driven approaches either lack formal safety guarantees or rely on dense Lipschitz-based discretizat
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