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Data-driven computation of minimal robust control invariant set,

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eess.SY 1

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2026 1

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Failure-Aware Iterative Learning of State-Control Invariant Sets

eess.SY · 2026-04-08 · unverdicted · novelty 6.0

FAIL iteratively learns maximal state-control invariant sets from one-step failing state-input pairs for deterministic LTI systems with polytopic constraints, proving monotonic convergence to the true MSCI without dynamics knowledge.

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  • Failure-Aware Iterative Learning of State-Control Invariant Sets eess.SY · 2026-04-08 · unverdicted · none · ref 13

    FAIL iteratively learns maximal state-control invariant sets from one-step failing state-input pairs for deterministic LTI systems with polytopic constraints, proving monotonic convergence to the true MSCI without dynamics knowledge.