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On Lexicographic Proof Rules for Probabilistic Termination.

, , , , and . FM, volume 13047 of Lecture Notes in Computer Science, page 619-639. Springer, (2021)

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Quantitative Bounds on Resource Usage of Probabilistic Programs., , , and . Proc. ACM Program. Lang., 8 (OOPSLA1): 362-391 (2024)Optimizing Expectation with Guarantees in POMDPs., , , , and . AAAI, page 3725-3732. AAAI Press, (2017)Proving non-termination by program reversal., , , and . PLDI, page 1033-1048. ACM, (2021)Learning Control Policies for Stochastic Systems with Reach-Avoid Guarantees., , , and . AAAI, page 11926-11935. AAAI Press, (2023)A Learner-Verifier Framework for Neural Network Controllers and Certificates of Stochastic Systems., , , and . TACAS (1), volume 13993 of Lecture Notes in Computer Science, page 3-25. Springer, (2023)MDPs as Distribution Transformers: Affine Invariant Synthesis for Safety Objectives., , , and . CAV (3), volume 13966 of Lecture Notes in Computer Science, page 86-112. Springer, (2023)Sound and Complete Certificates for Quantitative Termination Analysis of Probabilistic Programs., , , and . CAV (1), volume 13371 of Lecture Notes in Computer Science, page 55-78. Springer, (2022)On Lexicographic Proof Rules for Probabilistic Termination., , , , and . FM, volume 13047 of Lecture Notes in Computer Science, page 619-639. Springer, (2021)Stability Verification in Stochastic Control Systems via Neural Network Supermartingales., , , and . AAAI, page 7326-7336. AAAI Press, (2022)Algorithms and Hardness Results for Computing Cores of Markov Chains., , , , , and . FSTTCS, volume 250 of LIPIcs, page 29:1-29:20. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, (2022)