Picture for Marcello Farina

Marcello Farina

Nonlinear MPC design for incrementally ISS systems with application to GRU networks

Add code
Sep 28, 2023
Viaarxiv icon

Deep Long-Short Term Memory networks: Stability properties and Experimental validation

Add code
Apr 06, 2023
Viaarxiv icon

Towards lifelong learning of Recurrent Neural Networks for control design

Add code
Aug 08, 2022
Figure 1 for Towards lifelong learning of Recurrent Neural Networks for control design
Figure 2 for Towards lifelong learning of Recurrent Neural Networks for control design
Figure 3 for Towards lifelong learning of Recurrent Neural Networks for control design
Figure 4 for Towards lifelong learning of Recurrent Neural Networks for control design
Viaarxiv icon

An Offset-Free Nonlinear MPC scheme for systems learned by Neural NARX models

Add code
Mar 30, 2022
Figure 1 for An Offset-Free Nonlinear MPC scheme for systems learned by Neural NARX models
Figure 2 for An Offset-Free Nonlinear MPC scheme for systems learned by Neural NARX models
Figure 3 for An Offset-Free Nonlinear MPC scheme for systems learned by Neural NARX models
Figure 4 for An Offset-Free Nonlinear MPC scheme for systems learned by Neural NARX models
Viaarxiv icon

On Recurrent Neural Networks for learning-based control: recent results and ideas for future developments

Add code
Nov 26, 2021
Figure 1 for On Recurrent Neural Networks for learning-based control: recent results and ideas for future developments
Figure 2 for On Recurrent Neural Networks for learning-based control: recent results and ideas for future developments
Figure 3 for On Recurrent Neural Networks for learning-based control: recent results and ideas for future developments
Figure 4 for On Recurrent Neural Networks for learning-based control: recent results and ideas for future developments
Viaarxiv icon

On the stability properties of Gated Recurrent Units neural networks

Add code
Nov 17, 2020
Figure 1 for On the stability properties of Gated Recurrent Units neural networks
Figure 2 for On the stability properties of Gated Recurrent Units neural networks
Figure 3 for On the stability properties of Gated Recurrent Units neural networks
Figure 4 for On the stability properties of Gated Recurrent Units neural networks
Viaarxiv icon

Nonlinear Model Predictive Control with Actuator Constraints for Multi-Rotor Aerial Vehicles

Add code
Nov 19, 2019
Figure 1 for Nonlinear Model Predictive Control with Actuator Constraints for Multi-Rotor Aerial Vehicles
Figure 2 for Nonlinear Model Predictive Control with Actuator Constraints for Multi-Rotor Aerial Vehicles
Figure 3 for Nonlinear Model Predictive Control with Actuator Constraints for Multi-Rotor Aerial Vehicles
Figure 4 for Nonlinear Model Predictive Control with Actuator Constraints for Multi-Rotor Aerial Vehicles
Viaarxiv icon