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A Decade of Bayesian Optimization for Controller Tuning and Robot Learning: Tutorial, Review, and Future Prospects2026 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access
David Stenger, Paul Brunzema, Johanna Menn, Alexander von Rohr, Angela P. Schoellig, Sebastian Trimpe
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Zero-Shot Parameter Learning of Robot Dynamics Using Bayesian Statistics and Prior Knowledge2025 arXiv (Cornell University) preprint Engineering Fault Detection and Control Systems Open access
Carsten Reiners, Minh Trinh, Lukas Gründel, Sven Tauchmann, David Bitterolf, Oliver Petrović, +1 more
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Fine-Tuning of Neural Network Approximate MPC without Retraining via Bayesian Optimization2025 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access
Henrik Hose, Paul Brunzema, Alexander von Rohr, Alexander Gräfe, Angela P. Schoellig, Sebastian Trimpe
0citations