Deep Long-Short Term Memory networks: Stability properties and
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Towards lifelong learning of Recurrent Neural Networks for control
designEuropean Control Conference (ECC), 2022 |
An Offset-Free Nonlinear MPC scheme for systems learned by Neural NARX
modelsIEEE Conference on Decision and Control (CDC), 2022 |
On Recurrent Neural Networks for learning-based control: recent results
and ideas for future developmentsJournal of Process Control (J. Process Control), 2021 |
Recurrent Neural Network-based Internal Model Control design for stable
nonlinear systemsEuropean Journal of Control (EJC), 2021 |