Publications
2023
- Published
An Efficient Off-Policy Reinforcement Learning Algorithm for the Continuous-Time LQR Problem
Lopez, V. G. & Müller, M. A., 2023, 2023 62nd IEEE Conference on Decision and Control, CDC 2023. Institute of Electrical and Electronics Engineers Inc., p. 13-19 7 p. (Proceedings of the IEEE Conference on Decision and Control).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Data-driven Nonlinear Predictive Control for Feedback Linearizable Systems
Alsalti, M. S. A., Lopez Mejia, V. G., Berberich, J., Allgöwer, F. & Müller, M. A., 2023, In: IFAC-PapersOnLine. 56, 2, p. 617-624 8 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Distributed Model Predictive Control for Periodic Cooperation of Multi-Agent Systems
Köhler, M., Müller, M. A. & Allgöwer, F., 2023, In: IFAC-PapersOnLine. 56, 2, p. 3158-3163 6 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Online convex optimization for constrained control of linear systems using a reference governor
Nonhoff, M., Köhler, J. & Müller, M. A., 2023, In: IFAC-PapersOnLine. 56, 2, p. 2570-2575 6 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Roboter im Unterricht: Mensch-Roboter-Kollaboration im schulischen Einsatz
Landesinitiative n-21: Schulen in Niedersachsen online e. V. , L. N. S. I. N. O. E. V., Krugel, J. A. (Editor), Lilge, T., Becker, M., Bartholdt, M. N., Oel, F., May, I., Bersiner, M., Dos Anjos, V., Tekaya, A., Strating, H., Rokossa, D., Egbers, R., Icken, F., Auf der Landwehr, M., Albersmann, J., Röben, P., Wallhoff, F., Landherr, J., Hamade, D., Korte-Wagner, Y. & Neiß-Theuerkauff, T., 2023, 256 p.Research output: Book/Report › Textbook › Transfer
- Published
Robust model predictive control for linear sampled-data systems with irregular sampling times
Buschermöhle, P., Lilge, T. & Müller, M. A., 2023, In: IFAC-PapersOnLine. 56, 2, p. 9399-9404 6 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Robust peak-to-peak gain analysis using integral quadratic constraints
Schwenkel, L., Köhler, J., Müller, M. A. & Allgöwer, F., 2023, In: IFAC-PapersOnLine. 56, 2, p. 11564-11569 6 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Robust Stability of Gaussian Process Based Moving Horizon Estimation
Wolff, T. M., Lopez, V. G. & Müller, M. A., 2023, 2023 62nd IEEE Conference on Decision and Control, CDC 2023. Institute of Electrical and Electronics Engineers Inc., p. 4087-4093 7 p. (Proceedings of the IEEE Conference on Decision and Control).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
2022
- Published
Beyond Nash Solutions for Differential Graphical Games
Lopez, V. G., Lewis, F. L., Liu, M. & Wan, Y., 20 Dec 2022, In: IEEE Transactions on Automatic Control. 68, 9, p. 5791-5797 7 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Mathematical modeling and simulation of thyroid homeostasis: Implications for the Allan-Herndon-Dudley syndrome
Wolff, T. M., Veil, C., Dietrich, J. W. & Müller, M. A., 8 Dec 2022, In: Frontiers in Endocrinology. 13, 12 p., 882788.Research output: Contribution to journal › Article › Research › peer review
- E-pub ahead of print
A novel constraint-tightening approach for robust data-driven predictive control
Klöppelt, C., Berberich, J., Allgöwer, F. & Müller, M. A., 7 Dec 2022, (E-pub ahead of print) In: International Journal of Robust and Nonlinear Control. 22 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Multiobjective strict dissipativity via a weighted sum approach
Grüne, L., Krügel, L. & Müller, M. A., Dec 2022, In: Systems and Control Letters. 170, 105396.Research output: Contribution to journal › Article › Research › peer review
- Published
Model predictive control for retinal laser treatment at 1 kHz
Schaller, M., Kleyman, V., Mordmüller, M., Schmidt, C., Wilson, M., Brinkmann, R., Müller, M. A. & Worthmann, K., 25 Nov 2022, In: At-Automatisierungstechnik. 70, 11, p. 992-1002 11 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Parameter estimation and model reduction for model predictive control in retinal laser treatment
Schaller, M., Wilson, M., Kleyman, V., Mordmüller, M., Brinkmann, R., Müller, M. A. & Worthmann, K., Nov 2022, In: Control engineering practice. 128, 105320.Research output: Contribution to journal › Article › Research › peer review
- Published
Online Convex Optimization for Data-Driven Control of Dynamical Systems
Nonhoff, M. & Müller, M. A., 19 Aug 2022, In: IEEE Open Journal of Control Systems. 1, p. 180-193 14 p.Research output: Contribution to journal › Article › Research › peer review
- Published
A simple suboptimal moving horizon estimation scheme with guaranteed robust stability
Schiller, J. D., Wu, B. & Muller, M. A., 24 Jun 2022, In: IEEE Control Systems Letters. 7, p. 19 - 24 6 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Optimal Hormone Replacement Therapy in Hypothyroidism: A Model Predictive Control Approach
Wolff, T. M., Dietrich, J. W. & Müller, M. A., 24 Jun 2022, In: Frontiers in Endocrinology. 13, 13 p., 884018.Research output: Contribution to journal › Article › Research › peer review
- Published
Approximate dissipativity of cost-interconnected systems in distributed economic MPC
Kohler, P. N., Muller, M. A. & Allgower, F., 6 May 2022, In: IEEE Transactions on Automatic Control. 68, 4, p. 2170-2182 13 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Guaranteed closed-loop learning in Model Predictive Control
Soloperto, R., Muller, M. A. & Allgower, F., 5 May 2022, In: IEEE Transactions on Automatic Control. 68, 2, p. 991-1006 16 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Model predictive control for linear uncertain systems using integral quadratic constraints
Schwenkel, L., Köhler, J., Muller, M. A. & Allgower, F., 29 Apr 2022, In: IEEE Transactions on Automatic Control. 68, 1, p. 355-368 14 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Linear tracking MPC for nonlinear systems Part I: The model-based case
Berberich, J., Koehler, J., Muller, M. A. & Allgower, F., 12 Apr 2022, In: IEEE Transactions on Automatic Control. 67, 9, p. 4390-4405 16 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Linear tracking MPC for nonlinear systems Part II: The data-driven case
Berberich, J., Koehler, J., Muller, M. A. & Allgower, F., 12 Apr 2022, In: IEEE Transactions on Automatic Control. 67, 9, p. 4406-4421 16 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Data-Based Moving Horizon Estimation for Linear Discrete-Time Systems
Wolff, T. M., Lopez, V. G. & Müller, M. A., 2022, 2022 European Control Conference (ECC). [Piscataway, NJ], p. 1778-1783 6 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Data-driven distributed MPC of dynamically coupled linear systems
Kohler, M., Berberich, J., Müller, M. A. & Allgower, F., 2022, In: IFAC-PapersOnLine. 55, 30, p. 365-370 6 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
On a Continuous-Time Version of Willems' Lemma
Lopez, V. G. & Muller, M. A., 2022, 2022 IEEE 61st Conference on Decision and Control, CDC 2022. Institute of Electrical and Electronics Engineers Inc., p. 2759-2764 6 p. (Proceedings of the IEEE Conference on Decision and Control; vol. 2022-December).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Sample-based observability of linear discrete-time systems
Krauss, I., Lopez, V. G. & Muller, M. A., 2022, 2022 IEEE 61st Conference on Decision and Control, CDC 2022. Institute of Electrical and Electronics Engineers Inc., p. 4199-4205 7 p. (Proceedings of the IEEE Conference on Decision and Control; vol. 2022-December).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Stability in data-driven MPC: an inherent robustness perspective
Berberich, J., Kohler, J., Muller, M. A. & Allgower, F., 2022, 2022 IEEE 61st Conference on Decision and Control, CDC 2022. Institute of Electrical and Electronics Engineers Inc., p. 1105-1110 6 p. (Proceedings of the IEEE Conference on Decision and Control; vol. 2022-December).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
2021
- Published
Towards temperature controlled retinal laser treatment with a single laser at 10 kHz repetition rate
Mordmüller, M., Kleyman, V., Schaller, M., Wilson, M., Theisen-Kunde, D., Worthmann, K., Müller, M. A. & Brinkmann, R., 20 Dec 2021, In: Advanced Optical Technologies. 10, 6, p. 423-431 9 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Towards model-based control techniques for retinal laser treatment using only one laser
Mordmuller, M., Kleyman, V., Schaller, M., Wilson, M., Worthmann, K., Muller, M. A. & Brinkmann, R., 9 Dec 2021, Opto-Acoustic Methods and Applications in Biophotonics V. Kim, C., Laufer, J. & Zemp, R. J. (eds.). SPIE, 1192305. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11923).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Strict dissipativity for discrete time discounted optimal control problems
Grüne, L., Müller, M. A., Kellett, C. M. & Weller, S. R., Dec 2021, In: Mathematical Control and Related Fields. 11, 4, p. 771-796 26 p.Research output: Contribution to journal › Article › Research › peer review
- Published
A robust adaptive model predictive control framework for nonlinear uncertain systems
Köhler, J., Kötting, P., Soloperto, R., Allgöwer, F. & Müller, M. A., 18 Nov 2021, In: International Journal of Robust and Nonlinear Control. 31, 18, p. 8725-8749 25 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Data-Driven H∞ Optimal Output Feedback Control for Linear Discrete-Time Systems Based on Off-Policy Q-Learning
Zhang, L., Fan, J., Xue, W., Lopez, V. G., Li, J., Chai, T. & Lewis, F. L., 18 Oct 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 7, p. 3553-3567 15 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Towards model-based temperature-control for retinal laser therapies
Kleyman, V., Schaller, M., Wilson, M., Mordmüller, M., Brinkmann, R., Worthmann, K. & Müller, M. A., 17 Jun 2021. 2 p.Research output: Contribution to conference › Abstract › Research › peer review
- Published
Constrained nonlinear output regulation using model predictive control
Koehler, J., Muller, M. A. & Allgower, F., 18 May 2021, In: IEEE Transactions on Automatic Control. 67, 5, p. 2419-2434 16 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Dissipativity in Economic Model Predictive Control: Beyond Steady-State Optimality
Müller, M. A., 18 Apr 2021, Lecture Notes in Control and Information Sciences. p. 27-43 17 p. (Lecture Notes in Control and Information Sciences; vol. 485).Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review
- Published
Circular Fields and Predictive Multi-Agents for Online Global Trajectory Planning
Becker, M., Lilge, T., Müller, M. & Haddadin, S., Apr 2021, In: IEEE Robotics and Automation Letters. 6, 2, p. 2618-2625 8 p., 9362166.Research output: Contribution to journal › Article › Research › peer review
- Published
Distributed economic model predictive control for cooperative supply chain management using customer forecast information
Köhler, P. N., Müller, M. A., Pannek, J. & Allgöwer, F., Mar 2021, In: IFAC Journal of Systems and Control. 15, 100125.Research output: Contribution to journal › Article › Research › peer review
- Published
An online convex optimization algorithm for controlling linear systems with state and input constraints
Nonhoff, M. & Müller, M. A., 2021, 2021 American Control Conference (ACC). p. 2523-2528 6 p. 9482877. (Proceedings of the American Control Conference).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Data-Based System Analysis and Control of Flat Nonlinear Systems
Alsalti, M. S. A., Berberich, J., Lopez Mejia, V. G., Allgöwer, F. & Müller, M. A., 2021, 2021 60th IEEE Conference on Decision and Control (CDC). p. 1484-1489 6 p. (Proceedings of the IEEE Conference on Decision and Control; vol. 2021-December).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Data-driven online convex optimization for control of dynamical systems
Nonhoff, M. & Muller, M. A., 2021, 60th IEEE Conference on Decision and Control, CDC 2021. Institute of Electrical and Electronics Engineers Inc., p. 3640-3645 6 p. (Proceedings of the IEEE Conference on Decision and Control; vol. 2021-December).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review