Emilio Tanowe Maddalena

According to our database, Emilio Tanowe Maddalena authored at least 13 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Robust Uncertainty Bounds in Reproducing Kernel Hilbert Spaces: A Convex Optimization Approach.

Paul Scharnhorst, Emilio Tanowe Maddalena, Yuning Jiang, Colin N. Jones

IEEE Trans. Autom. Control., May, 2023

On the Optimality and Convergence Properties of the Iterative Learning Model Predictive Controller.

Ugo Rosolia, Ying Zhao Lian, Emilio Tanowe Maddalena, Giancarlo Ferrari-Trecate, Colin N. Jones

IEEE Trans. Autom. Control., 2023

2022

Lower Bounds on the Worst-Case Complexity of Efficient Global Optimization.

Wenjie Xu, Yuning Jiang, Emilio Tanowe Maddalena, Colin N. Jones

CoRR, 2022

Lessons Learned from Data-Driven Building Control Experiments: Contrasting Gaussian Process-based MPC, Bilevel DeePC, and Deep Reinforcement Learning.

Loris Di Natale, Ying Zhao Lian, Emilio Tanowe Maddalena, Jicheng Shi, Colin N. Jones

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021

Experimental Data-Driven Model Predictive Control of a Hospital HVAC System During Regular Use.

Emilio Tanowe Maddalena, Silvio A. Muller, Rafael M. dos Santos, Christophe Salzmann, Colin N. Jones

CoRR, 2021

Deterministic error bounds for kernel-based learning techniques under bounded noise.

Emilio Tanowe Maddalena, Paul Scharnhorst, Colin N. Jones

Autom., 2021

KPC: Learning-Based Model Predictive Control with Deterministic Guarantees.

Emilio Tanowe Maddalena, Paul Scharnhorst, Yuning Jiang, Colin N. Jones

Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, 2021

2020

NSM Converges to a k-NN Regressor Under Loose Lipschitz Estimates.

Emilio Tanowe Maddalena, Colin N. Jones

IEEE Control. Syst. Lett., 2020

On the Optimality and Convergence Properties of the Learning Model Predictive Controller.

Ugo Rosolia, Ying Zhao Lian, Emilio Tanowe Maddalena, Giancarlo Ferrari-Trecate, Colin N. Jones

CoRR, 2020

2019

A Neural Network Architecture to Learn Explicit MPC Controllers from Data.

Emilio Tanowe Maddalena, Caio Guilherme da Silva Moraes, Gierri Waltrich, Colin N. Jones

CoRR, 2019

Robust region elimination for piecewise affine control laws.

Emilio Tanowe Maddalena, Roberto Kawakami Harrop Galvão, Rubens Junqueira Magalhães Afonso

Autom., 2019

2018

Photovoltaic Water-Pumping System with Low Decoupling Capacitance for Remote Communities.

Emilio Tanowe Maddalena, Caio Guilherme da Silva Moraes, Guilherme Bragança, Luigi Galotto Junior, Ruben Barros Godoy, João Onofre Pereira Pinto

Proceedings of the IEEE Industry Applications Society Annual Meeting, 2018

2016

A straightforward closed-loop Wireless Power Transfer battery charger.

Emilio Tanowe Maddalena, Vitor Leandro Vieira Torres, Ruben Barros Godoy

Proceedings of the IECON 2016, 2016