Online learning robust MPC: an exploration-exploitation approach

This paper presents a predictive controller whose model is based on input-output data of the nonlinear system to be controlled. It uses a Lipschitz interpolation technique in which new data may be included in the database in real time, so the controller improves the system model online. An explorati...

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Bibliographic Details
Main Authors: Manzano, JM, Calliess, J, Muñoz de la Peña, D, Daniel, L
Format: Conference item
Language:English
Published: Elsevier 2021