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Active Learning of Discrete-Time Dynamics for Uncertainty-Aware Model Predictive Control.

, , , , and . IEEE Trans. Robotics, (2024)

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An approximation technique for robust nonlinear optimization., , and . Math. Program., 107 (1-2): 213-230 (2006)Optimization Algorithms for Model Predictive Control.. Encyclopedia of Systems and Control, Springer, (2015)A Toolkit for Efficient Computation of Sensitivities in Approximate Robust Optimal Control Problems., , , , , and . ROCOND, page 189-194. International Federation of Automatic Control, (2012)Nonlinear robust optimization of uncertainty affine dynamic systems under the L-infinity norm., and . CACSD, page 1091-1096. IEEE, (2010)A Family of Iterative Gauss-Newton Shooting Methods for Nonlinear Optimal Control., , , , and . IROS, page 1-9. IEEE, (2018)Time-optimal motion planning for n-DOF robot manipulators using a path-parametric system reformulation., , , and . ACC, page 2092-2097. IEEE, (2016)Contactless Current Sensing with Position Detection Using Model-Based Nonlinear Optimization., , and . CCTA, page 7-11. IEEE, (2018)Predictive control of a real-world Diesel engine using an extended online active set strategy., , , , and . Annu. Rev. Control., 31 (2): 293-301 (2007)Approximate Robust Optimal Control of Periodic Systems with Invariants and High-Index Differential Algebraic Systems., , , and . ROCOND, page 690-695. International Federation of Automatic Control, (2012)Optimization-Based Sensor Fusion of GNSS and IMU Using a Moving Horizon Approach., , , and . Sensors, 17 (5): 1159 (2017)