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Formal Verification of Unknown Stochastic Systems via Non-parametric Estimation.

, , , and . AISTATS, volume 238 of Proceedings of Machine Learning Research, page 3277-3285. PMLR, (2024)

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Symbolic controller synthesis for Büchi specifications on stochastic systems., , and . HSCC, page 14:1-14:11. ACM, (2020)Data-Driven Estimation of Infinitesimal Generators of Stochastic Systems., , , and . ADHS, volume 54 of IFAC-PapersOnLine, page 277-282. Elsevier, (2021)Correct-by-Design Control of Parametric Stochastic Systems., , , and . CDC, page 5580-5587. IEEE, (2022)Approximate Time Bounded Reachability for CTMCs and CTMDPs: A Lyapunov Approach., , and . QEST, volume 11024 of Lecture Notes in Computer Science, page 389-406. Springer, (2018)Verification of Quantum Systems Using Barrier Certificates., , and . QEST, volume 14287 of Lecture Notes in Computer Science, page 346-362. Springer, (2023)ARCH-COMP20 Category Report: Stochastic Models., , , , , , , , , and 6 other author(s). ARCH, volume 74 of EPiC Series in Computing, page 76-106. EasyChair, (2020)ARCH-COMP21 Category Report: Stochastic Models., , , , , , , , , and 10 other author(s). ARCH@ADHS, volume 80 of EPiC Series in Computing, page 55-89. EasyChair, (2021)Temporal Logic Resilience for Dynamical Systems., , and . CoRR, (2024)Data-driven verification and synthesis of stochastic systems via barrier certificates., , , and . Autom., (January 2024)Compositional Reinforcement Learning for Discrete-Time Stochastic Control Systems., , , , , , and . CoRR, (2022)