Emilio Maddalena

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Emilio Maddalena

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

Machine Learning Methods for Robust Uncertainty Quantification and Controller Approximation

Experimental data-driven model predictive control of a hospital HVAC system during regular use

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

Machine Learning Methods for Robust Uncertainty Quantification and Controller Approximation

Experimental data-driven model predictive control of a hospital HVAC system during regular use