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Cautious NMPC with Gaussian Process Dynamics for Miniature Race Cars., , и . CoRR, (2017)Learning-Based Model Predictive Control for Autonomous Racing., , , и . IEEE Robotics Autom. Lett., 4 (4): 3363-3370 (2019)Data-Driven Model Predictive Control for Trajectory Tracking With a Robotic Arm., , , , , и . IEEE Robotics Autom. Lett., 4 (4): 3758-3765 (2019)Noisy-Input Entropy Search for Efficient Robust Bayesian Optimization., , , , и . AISTATS, том 108 из Proceedings of Machine Learning Research, стр. 2262-2272. PMLR, (2020)Recursively feasible stochastic model predictive control using indirect feedback., , и . Autom., (2020)Dual Stochastic MPC for Systems with Parametric and Structural Uncertainty., , , и . CoRR, (2019)Bayesian Optimization for Policy Search in High-Dimensional Systems via Automatic Domain Selection., , , и . CoRR, (2020)Probabilistic Model Predictive Safety Certification for Learning-Based Control., , , и . IEEE Trans. Autom. Control., 67 (1): 176-188 (2022)Predictive Control Barrier Functions: Enhanced Safety Mechanisms for Learning-Based Control., и . IEEE Trans. Autom. Control., 68 (5): 2638-2651 (мая 2023)On Simulation and Trajectory Prediction with Gaussian Process Dynamics., , , и . L4DC, том 120 из Proceedings of Machine Learning Research, стр. 424-434. PMLR, (2020)