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Scalable synthesis of safety certificates from data with application to learning-based control.

, and . CoRR, (2017)

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A User Comfort Model and Index Policy for Personalizing Discrete Controller Decisions., and . ECC, page 1759-1765. IEEE, (2018)A General Safety Framework for Learning-Based Control in Uncertain Robotic Systems., , , , , and . IEEE Trans. Automat. Contr., 64 (7): 2737-2752 (2019)Recursively Feasible Stochastic Model Predictive Control using Indirect Feedback., , and . CoRR, (2018)Distributed Model Predictive Safety Certification for Learning-based Control., , , and . CoRR, (2019)Robust distributed model predictive control of linear systems., , , and . ECC, page 2764-2769. IEEE, (2013)Cautious NMPC with Gaussian Process Dynamics for Miniature Race Cars., , and . CoRR, (2017)Probabilistic Model Predictive Safety Certification for Learning-Based Control., , , and . IEEE Trans. Autom. Control., 67 (1): 176-188 (2022)Data-Driven Model Predictive Control for Trajectory Tracking With a Robotic Arm., , , , , and . IEEE Robotics and Automation Letters, 4 (4): 3758-3765 (2019)Learning-Based Model Predictive Control for Autonomous Racing., , , and . IEEE Robotics and Automation Letters, 4 (4): 3363-3370 (2019)Dual Stochastic MPC for Systems with Parametric and Structural Uncertainty., , , and . CoRR, (2019)