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Provably Efficient Model-based Policy Adaptation.

, , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 9088-9098. PMLR, (2020)

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Revisiting the Complexity of Stability of Continuous and Hybrid Systems., , and . CoRR, (2014)Interpolants in Nonlinear Theories Over the Reals., and . TACAS, volume 9636 of Lecture Notes in Computer Science, page 625-641. Springer, (2016)Medical Cyber-Physical Systems - (Track Introduction)., , and . ISoLA (2), volume 8803 of Lecture Notes in Computer Science, page 353-355. Springer, (2014)A Non-prenex, Non-clausal QBF Solver with Game-State Learning., , , and . SAT, volume 6175 of Lecture Notes in Computer Science, page 128-142. Springer, (2010)Safe Nonlinear Control Using Robust Neural Lyapunov-Barrier Functions., , , and . CoRL, volume 164 of Proceedings of Machine Learning Research, page 1724-1735. PMLR, (2021)Parameter Synthesis for Cardiac Cell Hybrid Models Using δ-Decisions., , , , and . CMSB, volume 8859 of Lecture Notes in Computer Science, page 99-113. Springer, (2014)Safe Control With Learned Certificates: A Survey of Neural Lyapunov, Barrier, and Contraction Methods for Robotics and Control., , and . IEEE Trans. Robotics, 39 (3): 1749-1767 (June 2023)Patching Neural Barrier Functions Using Hamilton-Jacobi Reachability., , , , and . CoRR, (2023)SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge., , , and . CoRR, (2022)Delta-Decision Procedures for Exists-Forall Problems over the Reals., , and . CAV (2), volume 10982 of Lecture Notes in Computer Science, page 219-235. Springer, (2018)