Matteo Giuliani

According to our database, Matteo Giuliani authored at least 27 papers between 2014 and 2024.

Collaborative distances:

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

2024

Integrating Inverse Reinforcement Learning and Direct Policy Search for Modeling Multipurpose Water Reservoir Systems.

Matteo Giuliani, Andrea Castelletti

IEEE Control. Syst. Lett., 2024

AI for Extreme Event Modeling and Understanding: Methodologies and Challenges.

Gustau Camps-Valls, Miguel-Ángel Fernández-Torres, Kai-Hendrik Cohrs, Adrian Höhl, Andrea Castelletti, Aytac Pacal, Claire Robin, Francesco Martinuzzi, Ioannis Papoutsis, Ioannis Prapas, Jorge Pérez-Aracil, Katja Weigel, Maria Gonzalez-Calabuig, Markus Reichstein, Martin Rabel, Matteo Giuliani, Miguel D. Mahecha, Oana-Iuliana Popescu, Oscar J. Pellicer-Valero, Said Ouala, Sancho Salcedo-Sanz, Sebastian Sippel, Spyros Kondylatos, Tamara Happé, Tristan Williams

CoRR, 2024

Ensemble Forecasts with Blocked K-Fold Cross-Validation in Multi-Objective Water Systems Control.

Davide Spinelli, Matteo Giuliani, Andrea Castelletti

Proceedings of the European Control Conference, 2024

2023

Model Predictive Control of water resources systems: A review and research agenda.

Andrea Castelletti, Andrea Ficchì, Andrea Cominola, Pablo Segovia, Matteo Giuliani, Wenyan Wu, Sergio Lucia, Carlos Ocampo-Martinez, Bart De Schutter, José María Maestre

Annu. Rev. Control., January, 2023

2022

Neuro-Evolutionary Direct Policy Search for Multiobjective Optimal Control.

Marta Zaniolo, Matteo Giuliani, Andrea Castelletti

IEEE Trans. Neural Networks Learn. Syst., 2022

Learning-based hierarchical control of water reservoir systems.

Pauline Kergus, Simone Formentin, Matteo Giuliani, Andrea Castelletti

IFAC J. Syst. Control., 2022

Advancing reservoir operations modelling in SWAT to reduce socio-ecological tradeoffs.

Sarah Jordan, Julianne D. Quinn, Marta Zaniolo, Matteo Giuliani, Andrea Castelletti

Environ. Model. Softw., 2022

Analysis, Characterization, Prediction and Attribution of Extreme Atmospheric Events with Machine Learning: a Review.

Sancho Salcedo-Sanz, Jorge Pérez-Aracil, Guido Ascenso, Javier Del Ser, David Casillas-Pérez, Christopher Kadow, Dusan Fister, David Barriopedro, Ricardo García-Herrera, Marcello Restelli, Matteo Giuliani, Andrea Castelletti

CoRR, 2022

2021

Dealing with multiple experts and non-stationarity in inverse reinforcement learning: an application to real-life problems.

Amarildo Likmeta, Alberto Maria Metelli, Giorgia Ramponi, Andrea Tirinzoni, Matteo Giuliani, Marcello Restelli

Mach. Learn., 2021

Time-variant variational transfer for value functions.

Giuseppe Canonaco, Andrea Soprani, Matteo Giuliani, Andrea Castelletti, Manuel Roveri, Marcello Restelli

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

2020

An active learning approach for identifying the smallest subset of informative scenarios for robust planning under deep uncertainty.

Federico Giudici, Andrea Castelletti, Matteo Giuliani, Holger R. Maier

Environ. Model. Softw., 2020

Real-time control of water reservoir operations: a learning-based hierarchical approach.

Pauline Kergus, Simone Formentin, Matteo Giuliani, Andrea Castelletti

CoRR, 2020

2018

Scalable Multiobjective Control for Large-Scale Water Resources Systems Under Uncertainty.

Matteo Giuliani, Julianne D. Quinn, Jonathan D. Herman, Andrea Castelletti, Patrick M. Reed

IEEE Trans. Control. Syst. Technol., 2018

Integrated intelligent water-energy metering systems and informatics: Visioning a digital multi-utility service provider.

Rodney A. Stewart, Khoi Anh Nguyen, Cara D. Beal, Hong Zhang, Oz Sahin, Edoardo Bertone, Abel Silva Vieira, Andrea Castelletti, Andrea Cominola, Matteo Giuliani, Damien Giurco, Michael Blumenstein, Andrea Turner, Ariane Liu, Steven Kenway, Dragan A. Savic, Christos Makropoulos, Panagiotis Kossieris

Environ. Model. Softw., 2018

Policy tree optimization for threshold-based water resources management over multiple timescales.

Jonathan D. Herman, Matteo Giuliani

Environ. Model. Softw., 2018

Implications of data sampling resolution on water use simulation, end-use disaggregation, and demand management.

Alessandro Cominola, Matteo Giuliani, Andrea Castelletti, David E. Rosenberg, Adel M. Abdallah

Environ. Model. Softw., 2018

2016

Sparse Optimization for Automated Energy End Use Disaggregation.

Dario Piga, Andrea Cominola, Matteo Giuliani, Andrea Castelletti, Andrea Emilio Rizzoli

IEEE Trans. Control. Syst. Technol., 2016

A Matlab toolbox for designing Multi-Objective Optimal Operations of water reservoir systems.

Matteo Giuliani, Y. Li, Alessandro Cominola, Simona Denaro, Emanuele Mason, Andrea Castelletti

Environ. Model. Softw., 2016

Multimedia on the Mountaintop: Using Public Snow Images to Improve Water Systems Operation.

Andrea Castelletti, Roman Fedorov, Piero Fraternali, Matteo Giuliani

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Reducing the Intrusiveness of Energy and Water End-Use Disaggregation via Social Media and Users Interactions.

Matteo Giuliani, Jacopo Mossina

Proceedings of the Social Web for Environmental and Ecological Monitoring, 2016

Using Multiagent Negotiation to Model Water Resources Systems Operations.

Francesco Amigoni, Andrea Castelletti, Paolo Gazzotti, Matteo Giuliani, Emanuele Mason

Proceedings of the Autonomous Agents and Multiagent Systems - AAMAS 2016 Workshops, - Best Papers, 2016

Water Resources Systems Operations via Multiagent Negotiation: (Extended Abstract).

Francesco Amigoni, Andrea Castelletti, Paolo Gazzotti, Matteo Giuliani, Emanuele Mason

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

2015

Benefits and challenges of using smart meters for advancing residential water demand modeling and management: A review.

Alessandro Cominola, Matteo Giuliani, Dario Piga, Andrea Castelletti, Andrea Emilio Rizzoli

Environ. Model. Softw., 2015

Modeling the Management of Water Resources Systems Using Multi-Objective DCOPs.

Francesco Amigoni, Andrea Castelletti, Matteo Giuliani

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

2014

Agent-based water resources management in complex decision-making contexts.

Matteo Giuliani

PhD thesis, 2014

Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions.

Holger R. Maier, Zoran Kapelan, Joseph R. Kasprzyk, Joshua B. Kollat, L. Shawn Matott, Maria C. Cunha, Graeme C. Dandy, Matthew S. Gibbs, Ed Keedwell, Angela Marchi, Avi Ostfeld, Dragan A. Savic, Dimitri P. Solomatine, Jasper A. Vrugt, Aaron C. Zecchin, Barbara S. Minsker, E. J. Barbour, George Kuczera, F. Pasha, Andrea Castelletti, Matteo Giuliani, Patrick M. Reed

Environ. Model. Softw., 2014

A dimensionality reduction approach for many-objective Markov Decision Processes: Application to a water reservoir operation problem.

Matteo Giuliani, Stefano Galelli, Rodolfo Soncini-Sessa

Environ. Model. Softw., 2014