Guided Multi-Fidelity Bayesian Optimization for Data-driven Controller Tuning with Digital Twins

Mahdi Nobar, Jürg Keller, Alessandro Forino +2

We propose a \textit{guided multi-fidelity Bayesian optimization} framework for data-efficient controller tuning that integrates corrected digital twin simulations with real-world…