Improving Computational Cost of Bayesian Optimization for Controller Tuning with a Multi-stage Tuning Framework

Marlon J. Ares-Milian, Gregory Provan, Marcos Quinones-Grueiro

Control auto-tuning for industrial and robotic systems, when framed as an optimization problem, provides an excellent means to tune these systems. However, most optimization method…