Andrea Castelletti

According to our database, Andrea Castelletti authored at least 47 papers between 2003 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

Exploding the myths: An introduction to artificial neural networks for prediction and forecasting.

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

Environ. Model. Softw., September, 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

Scenario-based model predictive control of water reservoir systems.

Raffaele Giuseppe Cestari, Andrea Castelletti, Simone Formentin

CoRR, 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

Hourly operation of a regulated lake via Model Predictive Control.

Raffaele G. Cestari, Andrea Castelletti, Simone Formentin

CoRR, 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

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

2019

The CASCADE toolbox for analyzing river sediment connectivity and management.

Marco Tangi, Rafael Schmitt, Simone Bizzi, Andrea Castelletti

Environ. Model. Softw., 2019

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

Demo Abstract: SmartH2O, demonstrating the impact of gamification technologies for saving water.

Andrea Emilio Rizzoli, Andrea Castelletti, Piero Fraternali, Jasminko Novak

Comput. Sci. Res. Dev., 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

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

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

Informing water management by direct use of SAR retrieved snow information in snow-rainfall dominated watersheds.

Simona Denaro, Umberto Del Gobbo, Andrea Castelletti, Stefano Tebaldini, Andrea Monti Guarnieri

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 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

A framework for coupling explanation and prediction in hydroecological modelling.

Ben W. J. Surridge, Simone Bizzi, Andrea Castelletti

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, 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

An evaluation framework for input variable selection algorithms for environmental data-driven models.

Stefano Galelli, Greer B. Humphrey, Holger R. Maier, Andrea Castelletti, Graeme C. Dandy, Matthew S. Gibbs

Environ. Model. Softw., 2014

2012

Emulation techniques for the reduction and sensitivity analysis of complex environmental models.

Marco Ratto, Andrea Castelletti, Andrea Pagano

Environ. Model. Softw., 2012

Putting humans in the loop: Social computing for Water Resources Management.

Piero Fraternali, Andrea Castelletti, Rodolfo Soncini-Sessa, Carmen Karina Vaca Ruiz, Andrea Emilio Rizzoli

Environ. Model. Softw., 2012

A general framework for Dynamic Emulation Modelling in environmental problems.

Andrea Castelletti, Stefano Galelli, Marco Ratto, Rodolfo Soncini-Sessa, Peter C. Young

Environ. Model. Softw., 2012

Data-driven dynamic emulation modelling for the optimal management of environmental systems.

Andrea Castelletti, Stefano Galelli, Marcello Restelli, Rodolfo Soncini-Sessa

Environ. Model. Softw., 2012

Tree-based Fitted Q-iteration for Multi-Objective Markov Decision problems.

Andrea Castelletti, Francesca Pianosi, Marcello Restelli

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011

Multi-objective fitted Q-iteration: Pareto frontier approximation in one single run.

Andrea Castelletti, Francesca Pianosi, Marcello Restelli

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2011

Tree-based variable selection for dimensionality reduction of large-scale control systems.

Andrea Castelletti, Stefano Galelli, Marcello Restelli, Rodolfo Soncini-Sessa

Proceedings of the 2011 IEEE Symposium on Adaptive Dynamic Programming And Reinforcement Learning, 2011

2010

Visualization-based multi-objective improvement of environmental decision-making using linearization of response surfaces.

Andrea Castelletti, A. V. Lotov, Rodolfo Soncini-Sessa

Environ. Model. Softw., 2010

2008

Water reservoir control under economic, social and environmental constraints.

Andrea Castelletti, Francesca Pianosi, Rodolfo Soncini-Sessa

Autom., 2008

Integration, participation and optimal control in water resources planning and management.

Andrea Castelletti, Francesca Pianosi, Rodolfo Soncini-Sessa

Appl. Math. Comput., 2008

Receding horizon control for water resources management.

Andrea Castelletti, Francesca Pianosi, Rodolfo Soncini-Sessa

Appl. Math. Comput., 2008

2007

Coupling real-time control and socio-economic issues in participatory river basin planning.

Andrea Castelletti, Rodolfo Soncini-Sessa

Environ. Model. Softw., 2007

Bayesian Networks and participatory modelling in water resource management.

Andrea Castelletti, Rodolfo Soncini-Sessa

Environ. Model. Softw., 2007

Bayesian networks in water resource modelling and management.

Andrea Castelletti, Rodolfo Soncini-Sessa

Environ. Model. Softw., 2007

2006

A procedural approach to strengthening integration and participation in water resource planning.

Andrea Castelletti, Rodolfo Soncini-Sessa

Environ. Model. Softw., 2006

2005

Pianificazione e gestione integrate e partecipate delle risorse idriche.

Andrea Castelletti

PhD thesis, 2005

2003

A DSS for planning and managing water reservoir systems.

Rodolfo Soncini-Sessa, Andrea Castelletti, Enrico Weber

Environ. Model. Softw., 2003