A Learner-Verifier Framework for Neural Network Controllers and Certificates of Stochastic Systems

Krishnendu Chatterjee, Thomas A. Henzinger, Mathias Lechner, Dorde Zikelic. A Learner-Verifier Framework for Neural Network Controllers and Certificates of Stochastic Systems. In Sriram Sankaranarayanan 0001, Natasha Sharygina, editors, Tools and Algorithms for the Construction and Analysis of Systems - 29th International Conference, TACAS 2023, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2022, Paris, France, April 22-27, 2023, Proceedings, Part I. Volume 13993 of Lecture Notes in Computer Science, pages 3-25, Springer, 2023. [doi]

Abstract

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