Two talks @ GMA meeting Reisensburg 2024
The VDI/VDE-GMA FA 2.15 „Grundlagen vernetzter und lernender Systeme“ took place as usual at the Wissenschaftszentrum Schloss Reisensburg. Dieter Teichrib gave a talk on the “Analysis of Neural Network-Based Controllers via Mixed-Integer Programming” based on results previously contributed to IFAC WC 2023 and to CDC 2023. Manuel Klädtke gave a talk titled “Towards Explainable Data-Driven Predictive Control with Regularizations” based on results previously published in the L-CSS and presented at CDC 2023. Contact Dieter or Manuel for further details or have a look at the respective papers: D. Teichrib and M. Schulze Darup. Error bounds for maxout neural network approximations of model predictive control , 22nd IFAC World Congress, 2023. DOI: 10.1016/j.ifacol.2023.10.883 D. Teichrib and M. Schulze Darup. Efficient computation of Lipschitz constants for MPC with symmetries , 62nd IEEE Conference on Decision and Control (CDC) , 2023. Preprint: https://arxiv.org/abs/2311.04580 M. Klädtke and M. Schulze Darup. Implicit predictors in regularized data-driven predictive control , IEEE Control Systems Letters , vol. 7, pp. 2479-2484, 2023. DOI: 10.1007/LCSYS.2023.3285104 , Reprint: arXiv:2307.10750 …
