38 citations · 54 across the 5 of their papers we have counts for
Showing eess.SYShow all
2 papers · 1 filter
eess.SY2025
Early Stopping Bayesian Optimization for Controller Tuning
David Stenger, Dominik Scheurenberg, Heike Vallery +1
Manual tuning of performance-critical controller parameters can be tedious and sub-optimal. Bayesian Optimization (BO) is an increasingly popular practical alternative to automatic…
eess.SY2023
Vehicle Cabin Climate MPC Parameter Tuning Using Constrained Contextual Bayesian Optimization (C-CMES)
David Stenger, Tim Reuscher, Heike Vallery +1
Climate-controlled cabins have for decades been standard in vehicles. Model Predictive Controllers (MPCs) have shown promising results in achieving temperature tracking in vehicle…