"formal methods" Papers

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Scalable Surrogate Verification of Image-Based Neural Network Control Systems Using Composition and Unrolling

Feiyang Cai, Chuchu Fan, Stanley Bak

AAAI 2025paperarXiv:2405.18554
10
citations

Backward Responsibility in Transition Systems Using General Power Indices

Christel Baier, Roxane van den Bossche, Sascha Klüppelholz et al.

AAAI 2024paperarXiv:2402.01539
4
citations

Probabilistic Constrained Reinforcement Learning with Formal Interpretability

YANRAN WANG, QIUCHEN QIAN, David Boyle

ICML 2024arXiv:2307.07084
5
citations