Learning-based Nonlinear Model Predictive Control for a High Performance Virtual Driver

Author:

Rühle Josias1,Picotti Enrico2,Bruschetta Mattia2

Affiliation:

1. ISYS, University of Stuttgart,Germany

2. DEI, University of Padova,Italy

Publisher

IEEE

Reference22 articles.

1. Gaussian processes in machine learning;rasmussen;Machine Learning Summer School,2003

2. VI-CarRealTime 20.0 Documentation;VI-grade engineering software & services,2020

3. LbMATMPC: an open-source toolbox for Gaussian Process modeling within Learning-based Nonlinear Model Predictive Control

4. Variational Learning of Inducing Variables in Sparse Gaussian Processes;titsias;Proceedings of Machine Learning Research Hilton Clearwater Beach Resort Clearwater Beach,2009

5. Data-driven Tuning of a NMPC Controller for a Virtual Motorcycle through Genetic Algorithm

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