6 Publications
2025 | Journal Article | LibreCat-ID: 59740
M. Hesse, L. Schwarzer, J. Timmermann, and A. Trächtler, “Robust and Efficient Hybrid Optimal Control via Gaussian Process Regression and Multiple Shooting With Experimental Validation on a Double Pendulum on a Cart,” PAMM, vol. 25, no. 2, 2025, doi: 10.1002/pamm.70004.
LibreCat
| DOI
2024 | Dissertation | LibreCat-ID: 58448 | 
M. Hesse, Interaktive Inbetriebnahme von Steuerungen und Regelungen für partiell bekannte dynamische Systeme mittels Gauß-Prozess-Regression, vol. 426. Paderborn: Heinz Nixdorf Institut, 2024.
LibreCat
| DOI
| Download (ext.)
2023 | Conference Paper | LibreCat-ID: 48476
M. Hesse, J. Timmermann, and A. Trächtler, “Hybrid Optimal Control for Dynamical Systems using Gaussian Process Regression and Unscented Transform*,” 2023, doi: 10.23919/ecc57647.2023.10178368.
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 29803
M. Hesse, M. Hunstig, J. Timmermann, and A. Trächtler, “Batch Constrained Bayesian Optimization for UltrasonicWire Bonding Feed-forward Control Design,” in Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods (ICPRAM), Online, 2022, pp. 383–394.
LibreCat
2018 | Journal Article | LibreCat-ID: 22996
M. Hesse, J. Timmermann, E. Hüllermeier, and A. Trächtler, “A Reinforcement Learning Strategy for the Swing-Up of the Double Pendulum on a Cart,” Procedia Manufacturing, vol. 24, pp. 15–20, 2018.
LibreCat
6 Publications
2025 | Journal Article | LibreCat-ID: 59740
M. Hesse, L. Schwarzer, J. Timmermann, and A. Trächtler, “Robust and Efficient Hybrid Optimal Control via Gaussian Process Regression and Multiple Shooting With Experimental Validation on a Double Pendulum on a Cart,” PAMM, vol. 25, no. 2, 2025, doi: 10.1002/pamm.70004.
LibreCat
| DOI
2024 | Dissertation | LibreCat-ID: 58448 |
M. Hesse, Interaktive Inbetriebnahme von Steuerungen und Regelungen für partiell bekannte dynamische Systeme mittels Gauß-Prozess-Regression, vol. 426. Paderborn: Heinz Nixdorf Institut, 2024.
LibreCat
| DOI
| Download (ext.)
2023 | Conference Paper | LibreCat-ID: 48476
M. Hesse, J. Timmermann, and A. Trächtler, “Hybrid Optimal Control for Dynamical Systems using Gaussian Process Regression and Unscented Transform*,” 2023, doi: 10.23919/ecc57647.2023.10178368.
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 29803
M. Hesse, M. Hunstig, J. Timmermann, and A. Trächtler, “Batch Constrained Bayesian Optimization for UltrasonicWire Bonding Feed-forward Control Design,” in Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods (ICPRAM), Online, 2022, pp. 383–394.
LibreCat
2018 | Journal Article | LibreCat-ID: 22996
M. Hesse, J. Timmermann, E. Hüllermeier, and A. Trächtler, “A Reinforcement Learning Strategy for the Swing-Up of the Double Pendulum on a Cart,” Procedia Manufacturing, vol. 24, pp. 15–20, 2018.
LibreCat