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Stochastic Omega-Regular Verification and Control with Supermartingales

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Data-Driven Certificate Synthesis

eess.SY · 2025-02-08 · reject · novelty 6.0

A data-driven algorithm synthesizes reachability, safety, and reach-while-avoid certificates with PAC-style bounds, using a compression set built during non-convex loss minimization.

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  • Data-Driven Certificate Synthesis eess.SY · 2025-02-08 · reject · none · ref 2

    A data-driven algorithm synthesizes reachability, safety, and reach-while-avoid certificates with PAC-style bounds, using a compression set built during non-convex loss minimization.