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)

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; et al. (Environ. Model. Softw., 2014)

Agent-based water resources management in complex decision-making contexts. - Matteo Giuliani (2014)

Modeling the Management of Water Resources Systems Using Multi-Objective DCOPs. - Francesco Amigoni; Andrea Castelletti; Matteo Giuliani (AAMAS, 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)

Water Resources Systems Operations via Multiagent Negotiation: (Extended Abstract). - Francesco Amigoni; Andrea Castelletti; Paolo Gazzotti; Matteo Giuliani; Emanuele Mason (AAMAS, 2016)

Using Multiagent Negotiation to Model Water Resources Systems Operations. - Francesco Amigoni; Andrea Castelletti; Paolo Gazzotti; Matteo Giuliani; Emanuele Mason (AAMAS Workshops (Selected Papers), 2016)

Reducing the Intrusiveness of Energy and Water End-Use Disaggregation via Social Media and Users Interactions. - Matteo Giuliani; Jacopo Mossina (EcoMo@ICWSM, 2016)

Multimedia on the Mountaintop: Using Public Snow Images to Improve Water Systems Operation. - Andrea Castelletti; Roman Fedorov 001; Piero Fraternali; Matteo Giuliani (ACM Multimedia, 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)

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)

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)

Policy tree optimization for threshold-based water resources management over multiple timescales. - Jonathan D. Herman; Matteo Giuliani (Environ. Model. Softw., 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 028; Oz Sahin; Edoardo Bertone; Abel Silva Vieira; Andrea Castelletti; Andrea Cominola; Matteo Giuliani; Damien Giurco; Michael Blumenstein; et al. (Environ. Model. Softw., 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)

Real-time control of water reservoir operations: a learning-based hierarchical approach. - Pauline Kergus; Simone Formentin; Matteo Giuliani; Andrea Castelletti (CoRR, 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)

Time-variant variational transfer for value functions. - Giuseppe Canonaco; Andrea Soprani; Matteo Giuliani; Andrea Castelletti; Manuel Roveri; Marcello Restelli (UAI, 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)

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)

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)

Learning-based hierarchical control of water reservoir systems. - Pauline Kergus; Simone Formentin; Matteo Giuliani; Andrea Castelletti (IFAC J. Syst. Control., 2022)

Neuro-Evolutionary Direct Policy Search for Multiobjective Optimal Control. - Marta Zaniolo; Matteo Giuliani; Andrea Castelletti (IEEE Trans. Neural Networks Learn. Syst., 2022)

Model Predictive Control of water resources systems: A review and research agenda. - Andrea Castelletti; Andrea Ficchì; Andrea Cominola; Pablo Segovia; Matteo Giuliani; Wenyan Wu 001; Sergio Lucia; Carlos Ocampo-Martinez; Bart De Schutter; José María Maestre 001 (Annu. Rev. Control., 2023)

Ensemble Forecasts with Blocked K-Fold Cross-Validation in Multi-Objective Water Systems Control. - Davide Spinelli; Matteo Giuliani; Andrea Castelletti (ECC, 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; et al. (CoRR, 2024)

Identifying Key Drivers of Heatwaves: A Novel Spatio-Temporal Framework for Extreme Event Detection. - Jorge Pérez-Aracil; César Peláez-Rodríguez; Ronan McAdam; Antonello Squintu; Cosmin M. Marina; Eugenio Lorente-Ramos; Niklas Luther; Veronica Torralba; Enrico Scoccimarro; Leone Cavicchia; Matteo Giuliani; Eduardo Zorita; et al. (CoRR, 2024)

Integrating Inverse Reinforcement Learning and Direct Policy Search for Modeling Multipurpose Water Reservoir Systems. - Matteo Giuliani; Andrea Castelletti (IEEE Control. Syst. Lett., 2024)