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Iterative Learning Pressure and Flow Control of a Bioreactor for Tissue Engineered Heart Valves2021 IEEE Conference on Control Technology and Applications (CCTA) conference-paper Engineering Iterative Learning Control Systems
Kirsten Vos, Maike Ketelhut, Jonas Gesenhues, Maximilian P. Werner, Thomas Schmitz‐Rode, Dirk Abel
3citations -
A deep reinforcement learning approach to wavefront control for exoplanet imaging2024 Space Telescopes and Instrumentation: Optical, Infrared, and Millimeter Wave conference-paper Physics and Astronomy Adaptive optics and wavefront sensing Open access
Yann Gutierrez, Johan Mazoyer, Olivier Herscovici-Schiller, Laurent M. Mugnier, B. Abeloos, Iva Laginja
1citations -
Lessons Learned from a Field Study on Deep-Learning-Based Model Predictive Control for Optimizing the Operation of Façade Ventilation Units2025 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access
Clara-Larissa Lorenz, Oliver Abele, Jérôme Frisch, Christoph van Treeck
0citations -
Deep Reinforcement Learning for Robotic Control in High-Dexterity Assembly Tasks - A Reward Curriculum Approach2021 IEEE International Conference on Robotic Computing (IRC) conference-paper Computer Science Reinforcement Learning in Robotics
Lars Leyendecker, Hans Aoyang Zhou, Владимир Самсонов, Marius Rittstieg, Daniel Lütticke
9citations -
Machine learning control and modeling -How taming turbulence can be made easy, efficient, fast and fun!2020 HAL (Le Centre pour la Communication Scientifique Directe) conference-paper Physics and Astronomy Model Reduction and Neural Networks
Bernd R. Noack, Yiqing Li, Dewei Fan, Yu Qiong Zhou, Hao Li, Jianguo Tan, +10 more
0citations -
Learning-enhanced robust controller synthesis with rigorous statistical and control-theoretic guarantees10citations
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Machine-Learning Based Approximation of the Hierarchical Model Predictive Control of Multi-Use PV-Battery Systems in Non-Residential Buildings1citations
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Manufacturing Control in Job Shop Environments with Reinforcement Learning2021 International Conference on Agents and Artificial Intelligence (ICAART) conference-paper Engineering Scheduling and Optimization Algorithms Open access
Владимир Самсонов, Marco Kemmerling, Maren Paegert, Daniel Lütticke, Frederick Sauermann, Andreas Gützlaff, +2 more
41citations -
Comparison of Deep Learning Architectures in Ultrasonic Quality Control for Resistance Spot Welding Using Semantic Segmentation2025 Lecture notes in production engineering conference-paper Engineering Industrial Vision Systems and Defect Detection
Lukas Behnen, Hendrik Baacke, Alexander Keuper, Michael Riesener, Günther Schuh, Ryan Scott, +2 more
1citations -
Benchmarking Control Charts and Machine Learning Methods for Fault Prediction in Manufacturing2023 Lecture notes in production engineering conference-paper Decision Sciences Advanced Statistical Process Monitoring
Sebastian Beckschulte, J. Mohren, Louis Huebser, D. Buschmann, Robert Heinrich Schmitt
2citations