Efficient Controller Learning from Human Preferences and Numerical Data Via Multi-Modal Surrogate Models

Lukas Theiner, Maik Pfefferkorn, Yongpeng Zhao +2

Tuning control policies manually to meet high-level objectives is often time-consuming. Bayesian optimization provides a data-efficient framework for automating this process using…