Emilio Tanowe Maddalena

19 papers C 2Journal 15Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
Lower Bounds on the Noiseless Worst-Case Complexity of Efficient Global Optimization.
J. Optim. Theory Appl.
Wenjie Xu, Yuning Jiang, Emilio Tanowe Maddalena, Colin N. Jones
2023 J jnl
On the Optimality and Convergence Properties of the Iterative Learning Model Predictive Controller.
IEEE Trans. Autom. Control.
Ugo Rosolia, Ying Zhao Lian, Emilio Tanowe Maddalena, Giancarlo Ferrari-Trecate, Colin N. Jones
2023 J jnl
Robust Uncertainty Bounds in Reproducing Kernel Hilbert Spaces: A Convex Optimization Approach.
IEEE Trans. Autom. Control.
Paul Scharnhorst, Emilio Tanowe Maddalena, Yuning Jiang, Colin N. Jones
2022 — conf
Lessons Learned from Data-Driven Building Control Experiments: Contrasting Gaussian Process-based MPC, Bilevel DeePC, and Deep Reinforcement Learning.
CDC
Loris Di Natale, Ying Zhao Lian, Emilio Tanowe Maddalena, Jicheng Shi, Colin N. Jones
2022 J jnl
Lessons Learned from Data-Driven Building Control Experiments: Contrasting Gaussian Process-based MPC, Bilevel DeePC, and Deep Reinforcement Learning.
CoRR
Loris Di Natale, Ying Zhao Lian, Emilio Tanowe Maddalena, Jicheng Shi, Colin N. Jones
2022 J jnl
Lower Bounds on the Worst-Case Complexity of Efficient Global Optimization.
CoRR
Wenjie Xu, Yuning Jiang, Emilio Tanowe Maddalena, Colin N. Jones
2021 J jnl
Deterministic error bounds for kernel-based learning techniques under bounded noise.
Autom.
Emilio Tanowe Maddalena, Paul Scharnhorst, Colin N. Jones
2021 J jnl
Experimental Data-Driven Model Predictive Control of a Hospital HVAC System During Regular Use.
CoRR
Emilio Tanowe Maddalena, Silvio A. Muller, Rafael M. dos Santos, Christophe Salzmann, Colin N. Jones
2021 — conf
KPC: Learning-Based Model Predictive Control with Deterministic Guarantees.
L4DC
Emilio Tanowe Maddalena, Paul Scharnhorst, Yuning Jiang, Colin N. Jones
2021 J jnl
Robust Uncertainty Bounds in Reproducing Kernel Hilbert Spaces: A Convex Optimization Approach.
CoRR
Paul Scharnhorst, Emilio Tanowe Maddalena, Yuning Jiang, Colin N. Jones
2020 J jnl
Deterministic error bounds for kernel-based learning techniques under bounded noise.
CoRR
Emilio Tanowe Maddalena, Paul Scharnhorst, Colin N. Jones
2020 J jnl
KPC: Learning-Based Model Predictive Control with Deterministic Guarantees.
CoRR
Emilio Tanowe Maddalena, Paul Scharnhorst, Yuning Jiang, Colin N. Jones
2020 J jnl
NSM Converges to a k-NN Regressor Under Loose Lipschitz Estimates.
CoRR
Emilio Tanowe Maddalena, Colin Neil Jones
2020 J jnl
NSM Converges to a k-NN Regressor Under Loose Lipschitz Estimates.
IEEE Control. Syst. Lett.
Emilio Tanowe Maddalena, Colin N. Jones
2020 J jnl
On the Optimality and Convergence Properties of the Learning Model Predictive Controller.
CoRR
Ugo Rosolia, Ying Zhao Lian, Emilio Tanowe Maddalena, Giancarlo Ferrari-Trecate, Colin N. Jones
2019 J jnl
A Neural Network Architecture to Learn Explicit MPC Controllers from Data.
CoRR
Emilio Tanowe Maddalena, Caio Guilherme da Silva Moraes, Gierri Waltrich, Colin N. Jones
2019 J jnl
Robust region elimination for piecewise affine control laws.
Autom.
Emilio Tanowe Maddalena, Roberto Kawakami Harrop Galvão, Rubens Junqueira Magalhães Afonso
2018 C conf
Photovoltaic Water-Pumping System with Low Decoupling Capacitance for Remote Communities.
IAS
Emilio Tanowe Maddalena, Caio Guilherme da Silva Moraes, Guilherme Bragança, Luigi Galotto Junior, Ruben Barros Godoy, João Onofre Pereira Pinto
2016 C conf
A straightforward closed-loop Wireless Power Transfer battery charger.
IECON
Emilio Tanowe Maddalena, Vitor Leandro Vieira Torres, Ruben Barros Godoy