BRESCHI, VALENTINA
BRESCHI, VALENTINA
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A practitioner's guide to noise handling strategies in data-driven predictive control
2023-01-01 Sassella, Andrea; Breschi, Valentina; Formentin, Simone
Data-driven design of explicit predictive controllers
2022-01-01 Sassella, Andrea; Breschi, Valentina; Formentin, Simone
Data-driven explicit predictive control with limited resources: an exploration-based strategy
2024-01-01 Sassella, Andrea; Breschi, Valentina; Formentin, Simone
Data-driven on-line load monitoring in garbage trucks
2020-01-01 Breschi, Valentina; Formentin, Simone; Todeschini, Davide; Cologni, Alberto L.; Savaresi, Sergio M.
Designing effective policies to drive the adoption of electric vehicles: A data-informed approach
2021-01-01 Breschi, V.; Tanelli, M.; Ravazzi, C.; Strada, S.; Dabbene, F.
Direct data-driven design of switching controllers for constrained systems
2021-01-01 Sassella, A.; Breschi, V.; Formentin, S.
Direct data-driven LPV control for active braking in aircraft
2021-01-01 Papa, G.; Breschi, V.; Tanelli, M.; Formentin, S.; Savaresi, S. M.
Direct data-driven model-reference control with Lyapunov stability guarantees
2021-01-01 Breschi, V.; Persis, C. D.; Formentin, S.; Tesi, P.
Hierarchical Model Predictive Control for Waste Heat Recovery in Steel Mills
2024-01-01 Giacomelli, Gianluca; LA BELLA, Alessio; Lauricella, Marco; Breschi, Valentina; Scattolini, Riccardo
In-context learning of state estimators
2024-01-01 Busetto, R.; Breschi, V.; Forgione, M.; Piga, D.; Formentin, S.
Insights into the explainability of Lasso-based DeePC for nonlinear systems
2025-01-01 Giacomelli, Gianluca; Formentin, Simone; Lopez, Victor G.; Müller, Matthias A.; Breschi, Valentina
Iterative Feedback Tuning with automated reference model selection
2024-01-01 Ickenroth, Tjeerd; Breschi, Valentina; Oomen, Tom; Formentin, Simone
Meta-learning of data-driven controllers with automatic model reference tuning: theory and experimental case study
2024-01-01 Busetto, Riccardo; Breschi, Valentina; Baracchi, Federica; Formentin, Simone
META-SMGO-$\Delta$: Similarity as a Prior in Black-Box Optimization
2023-01-01 Busetto, Riccardo; Breschi, Valentina; Formentin, Simone
Model-based and Koopman-based predictive control: a braking control systems comparison
2023-01-01 Sassella, Andrea; Breschi, Valentina; Korda, Milan; Formentin, Simone
On data-driven design of LPV controllers with flexible reference models
2021-01-01 Breschi, V.; Meer, M. V.; Oomen, T.; Formentin, S.
On the Impact of Regularization in Data-Driven Predictive Control
2023-01-01 Breschi, Valentina; Chiuso, Alessandro; Fabris, Marco; Formentin, Simone
Piecewise nonlinear regression with data augmentation
2021-01-01 Mazzoleni, M.; Breschi, V.; Formentin, S.
Practical considerations in reinforcement learning-based MPC for mobile robots*
2023-01-01 Busetto, Riccardo; Breschi, Valentina; Vaccari, Giulio; Formentin, Simone
Proper closed-loop specifications for data-driven model-reference control
2021-01-01 Breschi, V.; Formentin, S.