Giorgio Manganini

A majority voting classifier with probabilistic guarantees

Maria Prandini, Alessandro Falsone, Giorgio Manganini, 2015, 2015 IEEE Conference on Control Applications (CCA).

A classification-based approach to the optimal control of affine switched systems

Luigi Piroddi, Maria Prandini, Giorgio Manganini, 2015, 2015 54th IEEE Conference on Decision and Control (CDC).

A graph-based optimization framework for the Energy Management of District Systems

Stefano Riverso, Konstantinos Kouramas, Giorgio Manganini, 2019, 2019 IEEE 58th Conference on Decision and Control (CDC).

A chance-constrained approach to the quantized control of a heat ventilation and air conditioning system with prioritized constraints

Maria Prandini, Alessandro Falsone, Ondrej Holub, 2016 .

Policy Search for the Optimal Control of Markov Decision Processes: A Novel Particle-Based Iterative Scheme

Luigi Piroddi, Marcello Restelli, Maria Prandini, 2016, IEEE Transactions on Cybernetics.

A data-based approach to power capacity optimization

Maria Prandini, Alessandro Falsone, Giorgio Manganini, 2017, 2017 IEEE 56th Annual Conference on Decision and Control (CDC).

Optimal control to reduce emissions in gasoline engines: an iterative learning control approach for ECU calibration maps improvement

Alessandro Falsone, Danilo Caporale, Luca Deori, 2015, 2015 European Control Conference (ECC).

Analysis of Different Strategies for Lowering the Operation Temperature in Existing District Heating Networks

Michel Noussan, Giorgio Manganini, Stefano Riverso, 2019, Energies.

Following Newton direction in Policy Gradient with parameter exploration

Luca Bascetta, Marcello Restelli, Matteo Pirotta, 2015, 2015 International Joint Conference on Neural Networks (IJCNN).

Resource Aware Multifidelity Active Learning for Efficient Optimization pdf

Michele Garraffa, Francesco Grassi, Laura Mainini, 2020, AIAA Scitech 2021 Forum.