Anne van der Horst

A Bayesian Optimization Framework for the Automatic Tuning of MPC-based Shared Controllers

This paper presents a Bayesian optimization framework for the automatic tuning of shared controllers which are defined as a Model Predictive Control (MPC) problem. The proposed framework includes the design of performance metrics as well as the representation of user inputs for simulation-based opti…