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libDIPS: An Open-Source Platform for Global Optimization of Hierarchical Optimization Problems2026 Systems and Control Transactions conference-paper Mathematics Advanced Optimization Algorithms Research Open access
Adrian W. Lipow, Daniel Jungen, Aron Zingler, Hatim Djelassi, Alexander Mitsos
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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
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A Decade of Learning-Based Control: From Theoretic Foundations to Practical Deployment2026 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access
Angela P. Schoellig, Matthias A. Müller, Sebastian Trimpe, Melanie N. Zeilinger, Mahathi Anand, Andrea Carron, +5 more
0citations -
Hybrid Reinforcement Learning and Model Predictive Control for Adaptive Control of Hydrogen-Diesel Dual-Fuel Combustion2025 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access
Julian Bedei, Alexander Winkler, Murray McBain, Charles Robert Koch, David C. Gordon
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