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Self-optimizing adaptive optics control with reinforcement learning for high-contrast imaging2021 Journal of Astronomical Telescopes Instruments and Systems article Physics and Astronomy Adaptive optics and wavefront sensing Open access
Rico Landman, Sebastiaan Y. Haffert, Vikram Mark Radhakrishnan, Christoph U. Keller
27citations -
Integration of a Europe-wide public building database with retrofit strategies and a thermal inertia model into an open-source optimization framework2024 IOP Conference Series Earth and Environmental Science conference-paper Engineering Building Energy and Comfort Optimization Open access
Maximilian Hillen, Patrik Schönfeldt, Philip Groesdonk, Bernhard Hoffschmidt
1citations -
A Composite Model Predictive Control Method of SRMs With PWM-Based Signal for Torque Ripple Suppression2023 IEEE Transactions on Transportation Electrification article Engineering Electric Motor Design and Analysis cited by 1 patent
Lefei Ge, Jixuan Guo, Shuai Mao, Dianxun Xiao, Dongdong Zhao, Shoujun Song, +1 more
35citations -
Delayed Deep Deterministic Policy Gradient-Based Energy Management Strategy for Overall Energy Consumption Optimization of Dual Motor Electrified Powertrain2023 IEEE Transactions on Vehicular Technology article Engineering Electric and Hybrid Vehicle Technologies
Jiageng Ruan, Changcheng Wu, Hanghang Cui, Weihan Li, Dirk Uwe Sauer
46citations -
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 -
Population Pharmacokinetics and Dosing Optimization of Ceftazidime in Term Asphyxiated Neonates during Controlled Therapeutic Hypothermia2023 Antimicrobial Agents and Chemotherapy article Medicine Antibiotics Pharmacokinetics and Efficacy Open access
Marlotte A. A. van der Veer, Timo Robert de Haan, Linda G. W. Franken, Caspar J. Hodiamont, Floris Groenendaal, Peter H. Dijk, +20 more
9citations -
Global Reward Design for Cooperative Agents to Achieve Flexible Production Control under Real-time Constraints2021 International Conference on Enterprise Information Systems conference-paper Engineering Scheduling and Optimization Algorithms Open access cited by 1 patent
Sebastian Pol, Schirin Baer, Danielle Turner, Владимир Самсонов, Tobias Meisen
7citations -
Applying Machine Learning to Automate Calibration for Model Predictive Control of Building Energy Systems2020 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access
Thomas Storek, Asad Esmailzadeh, Phlipp Mehrfeld, Markus Schumacher, Marc Baranski, Dirk Müller
3citations