Goal-oriented safe active learning for predictive control using Bayesian recurrent neural networks

Laura Boca de Giuli, Alessio La Bella, Manish Prajapat +4

A key challenge in learning-based model predictive control (MPC) is to collect informative data online for model adaptation while ensuring safety and without penalising control per…