Stability Verification in Stochastic Control Systems via Neural Network Supermartingales

Mathias Lechner, Dorde Zikelic, Krishnendu Chatterjee, Thomas A. Henzinger. Stability Verification in Stochastic Control Systems via Neural Network Supermartingales. In Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022. pages 7326-7336, AAAI Press, 2022. [doi]

Abstract

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