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.
Formal Verification of Unknown Discrete- and Continuous-Time Systems: A Data- Driven Approach
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Data-Driven Certificate Synthesis
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.