Andrea Castelletti

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 27

Top Topics

Direct Policy Search

Predictive Control

Inverse Reinforcement Learning

Top Venues

Environ. Model. Softw.

IEEE Trans. Control. Syst. Technol.

Publications

Matteo Giuliani, Andrea Castelletti
Integrating Inverse Reinforcement Learning and Direct Policy Search for Modeling Multipurpose Water Reservoir Systems. IEEE Control. Syst. Lett. 8 (2024)
Davide Spinelli, Matteo Giuliani, Andrea Castelletti
Ensemble Forecasts with Blocked K-Fold Cross-Validation in Multi-Objective Water Systems Control. ECC (2024)
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
AI for Extreme Event Modeling and Understanding: Methodologies and Challenges. CoRR (2024)
Raffaele Giuseppe Cestari, Andrea Castelletti, Simone Formentin
Scenario-based model predictive control of water reservoir systems. CoRR (2023)
Holger R. Maier, Stefano Galelli, Saman Razavi, Andrea Castelletti, Andrea Emilio Rizzoli, Ioannis N. Athanasiadis, Miquel Sànchez-Marrè, Marco Acutis, Wenyan Wu, Greer B. Humphrey
Exploding the myths: An introduction to artificial neural networks for prediction and forecasting. Environ. Model. Softw. 167 (2023)
Andrea Castelletti, Andrea Ficchì, Andrea Cominola, Pablo Segovia, Matteo Giuliani, Wenyan Wu, Sergio Lucia, Carlos Ocampo-Martinez, Bart De Schutter, José María Maestre
Model Predictive Control of water resources systems: A review and research agenda. Annu. Rev. Control. 55 (2023)
Pauline Kergus, Simone Formentin, Matteo Giuliani, Andrea Castelletti
Learning-based hierarchical control of water reservoir systems. IFAC J. Syst. Control. 19 (2022)
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
Analysis, Characterization, Prediction and Attribution of Extreme Atmospheric Events with Machine Learning: a Review. CoRR (2022)
Raffaele G. Cestari, Andrea Castelletti, Simone Formentin
Hourly operation of a regulated lake via Model Predictive Control. CoRR (2022)
Sarah Jordan, Julianne D. Quinn, Marta Zaniolo, Matteo Giuliani, Andrea Castelletti
Advancing reservoir operations modelling in SWAT to reduce socio-ecological tradeoffs. Environ. Model. Softw. 157 (2022)
Marta Zaniolo, Matteo Giuliani, Andrea Castelletti
Neuro-Evolutionary Direct Policy Search for Multiobjective Optimal Control. IEEE Trans. Neural Networks Learn. Syst. 33 (10) (2022)
Giuseppe Canonaco, Andrea Soprani, Matteo Giuliani, Andrea Castelletti, Manuel Roveri, Marcello Restelli
Time-variant variational transfer for value functions. UAI (2021)
Federico Giudici, Andrea Castelletti, Matteo Giuliani, Holger R. Maier
An active learning approach for identifying the smallest subset of informative scenarios for robust planning under deep uncertainty. Environ. Model. Softw. 127 (2020)
Pauline Kergus, Simone Formentin, Matteo Giuliani, Andrea Castelletti
Real-time control of water reservoir operations: a learning-based hierarchical approach. CoRR (2020)
Marco Tangi, Rafael Schmitt, Simone Bizzi, Andrea Castelletti
The CASCADE toolbox for analyzing river sediment connectivity and management. Environ. Model. Softw. 119 (2019)
Matteo Giuliani, Julianne D. Quinn, Jonathan D. Herman, Andrea Castelletti, Patrick M. Reed
Scalable Multiobjective Control for Large-Scale Water Resources Systems Under Uncertainty. IEEE Trans. Control. Syst. Technol. 26 (4) (2018)
Andrea Emilio Rizzoli, Andrea Castelletti, Piero Fraternali, Jasminko Novak
Demo Abstract: SmartH2O, demonstrating the impact of gamification technologies for saving water. Comput. Sci. Res. Dev. 33 (1-2) (2018)
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
Integrated intelligent water-energy metering systems and informatics: Visioning a digital multi-utility service provider. Environ. Model. Softw. 105 (2018)
Alessandro Cominola, Matteo Giuliani, Andrea Castelletti, David E. Rosenberg, Adel M. Abdallah
Implications of data sampling resolution on water use simulation, end-use disaggregation, and demand management. Environ. Model. Softw. 102 (2018)
Andrea Castelletti, Roman Fedorov, Piero Fraternali, Matteo Giuliani
Multimedia on the Mountaintop: Using Public Snow Images to Improve Water Systems Operation. ACM Multimedia (2016)
Francesco Amigoni, Andrea Castelletti, Paolo Gazzotti, Matteo Giuliani, Emanuele Mason
Water Resources Systems Operations via Multiagent Negotiation: (Extended Abstract). AAMAS (2016)
Francesco Amigoni, Andrea Castelletti, Paolo Gazzotti, Matteo Giuliani, Emanuele Mason
Using Multiagent Negotiation to Model Water Resources Systems Operations. AAMAS Workshops (Selected Papers) (2016)
Dario Piga, Andrea Cominola, Matteo Giuliani, Andrea Castelletti, Andrea Emilio Rizzoli
Sparse Optimization for Automated Energy End Use Disaggregation. IEEE Trans. Control. Syst. Technol. 24 (3) (2016)
Matteo Giuliani, Y. Li, Alessandro Cominola, Simona Denaro, Emanuele Mason, Andrea Castelletti
A Matlab toolbox for designing Multi-Objective Optimal Operations of water reservoir systems. Environ. Model. Softw. 85 (2016)
Alessandro Cominola, Matteo Giuliani, Dario Piga, Andrea Castelletti, Andrea Emilio Rizzoli
Benefits and challenges of using smart meters for advancing residential water demand modeling and management: A review. Environ. Model. Softw. 72 (2015)
Simona Denaro, Umberto Del Gobbo, Andrea Castelletti, Stefano Tebaldini, Andrea Monti Guarnieri
Informing water management by direct use of SAR retrieved snow information in snow-rainfall dominated watersheds. IGARSS (2015)
Francesco Amigoni, Andrea Castelletti, Matteo Giuliani
Modeling the Management of Water Resources Systems Using Multi-Objective DCOPs. AAMAS (2015)
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, D. 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
Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions. Environ. Model. Softw. 62 (2014)
Ben W. J. Surridge, Simone Bizzi, Andrea Castelletti
A framework for coupling explanation and prediction in hydroecological modelling. Environ. Model. Softw. 61 (2014)
Stefano Galelli, Greer B. Humphrey, Holger R. Maier, Andrea Castelletti, Graeme C. Dandy, Matthew S. Gibbs
An evaluation framework for input variable selection algorithms for environmental data-driven models. Environ. Model. Softw. 62 (2014)
Andrea Castelletti, Francesca Pianosi, Marcello Restelli
Tree-based Fitted Q-iteration for Multi-Objective Markov Decision problems. IJCNN (2012)
Andrea Castelletti, Stefano Galelli, Marcello Restelli, Rodolfo Soncini-Sessa
Data-driven dynamic emulation modelling for the optimal management of environmental systems. Environ. Model. Softw. 34 (2012)
Marco Ratto, Andrea Castelletti, Andrea Pagano
Emulation techniques for the reduction and sensitivity analysis of complex environmental models. Environ. Model. Softw. 34 (2012)
Andrea Castelletti, Stefano Galelli, Marco Ratto, Rodolfo Soncini-Sessa, Peter C. Young
A general framework for Dynamic Emulation Modelling in environmental problems. Environ. Model. Softw. 34 (2012)
Piero Fraternali, Andrea Castelletti, Rodolfo Soncini-Sessa, Carmen Karina Vaca Ruiz, Andrea Emilio Rizzoli
Putting humans in the loop: Social computing for Water Resources Management. Environ. Model. Softw. 37 (2012)
Andrea Castelletti, Francesca Pianosi, Marcello Restelli
Multi-objective fitted Q-iteration: Pareto frontier approximation in one single run. ICNSC (2011)
Andrea Castelletti, Stefano Galelli, Marcello Restelli, Rodolfo Soncini-Sessa
Tree-based variable selection for dimensionality reduction of large-scale control systems. ADPRL (2011)
Andrea Castelletti, A. V. Lotov, Rodolfo Soncini-Sessa
Visualization-based multi-objective improvement of environmental decision-making using linearization of response surfaces. Environ. Model. Softw. 25 (12) (2010)
Andrea Castelletti, Francesca Pianosi, Rodolfo Soncini-Sessa
Integration, participation and optimal control in water resources planning and management. Appl. Math. Comput. 206 (1) (2008)
Andrea Castelletti, Francesca Pianosi, Rodolfo Soncini-Sessa
Receding horizon control for water resources management. Appl. Math. Comput. 204 (2) (2008)
Andrea Castelletti, Francesca Pianosi, Rodolfo Soncini-Sessa
Water reservoir control under economic, social and environmental constraints. Autom. 44 (6) (2008)
Andrea Castelletti, Rodolfo Soncini-Sessa
Bayesian Networks and participatory modelling in water resource management. Environ. Model. Softw. 22 (8) (2007)
Andrea Castelletti, Rodolfo Soncini-Sessa
Bayesian networks in water resource modelling and management. Environ. Model. Softw. 22 (8) (2007)
Andrea Castelletti, Rodolfo Soncini-Sessa
Coupling real-time control and socio-economic issues in participatory river basin planning. Environ. Model. Softw. 22 (8) (2007)
Andrea Castelletti, Rodolfo Soncini-Sessa
A procedural approach to strengthening integration and participation in water resource planning. Environ. Model. Softw. 21 (10) (2006)
Rodolfo Soncini-Sessa, Andrea Castelletti, Enrico Weber
A DSS for planning and managing water reservoir systems. Environ. Model. Softw. 18 (5) (2003)