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Mini-Workshop: High-Dimensional Control Problems and Mean-Field Equations with Applications in Machine Learning2025 Oberwolfach Reports article Economics, Econometrics and Finance Stochastic processes and financial applications Open access
Giacomo Borghi, Elisa Iacomini, Mathias Oster, Chiara Segala
0citations -
Reinforcement Learning Agent for Multi-Objective Online Process Parameter Optimization of Manufacturing Processes2025 Applied Sciences article Computer Science Advanced Multi-Objective Optimization Algorithms Open access cited by 1 patent
Akshay Paranjape, Nahid Quader, Lars Uhlmann, Benjamin Berkels, Dominik Wolfschläger, Robert Heinrich Schmitt, +1 more
4citations -
Adaptive Traffic Light Control With Deep Reinforcement Learning: An Evaluation of Traffic Flow and Energy Consumption2023 IEEE Transactions on Intelligent Transportation Systems article Engineering Traffic control and management
Lucas Koch, Tobias Brinkmann, Marius Wegener, Kevin Badalian, Jakob Andert
24citations -
Model Predictive Control of Switched Reluctance Machines With Online Torque Sharing Function Based on Optimal Flux-Linkage Curve2023 IEEE Transactions on Transportation Electrification article Engineering Electric Motor Design and Analysis
Lefei Ge, Zizhen Fan, Jiale Huang, Qiyuan Cheng, Dongdong Zhao, Shoujun Song, +1 more
17citations -
Model predictive force control in milling based on an ensemble Kalman filter2022 Journal of Intelligent Manufacturing article Engineering Advanced machining processes and optimization Open access
Max Schwenzer, Sebastian Stemmler, Muzaffer Ay, Adrian Karl Rüppel, Thomas Bergs, Dirk Abel
29citations -
Optimizing energy efficiency in buildings: Experimental findings on the role of heat pump control interfaces in model predictive control2025 Energy Conversion and Management X article Engineering Building Energy and Comfort Optimization Open access
Stephan Göbel, Florian Will, Phillip Stoffel, Christian Vering, Dirk Müller
2citations