Matteo Giuliani

Orcid: 0000-0002-4780-9347

According to our database1, Matteo Giuliani authored at least 24 papers between 2014 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Model Predictive Control of water resources systems: A review and research agenda.
Annu. Rev. Control., January, 2023

2022
Neuro-Evolutionary Direct Policy Search for Multiobjective Optimal Control.
IEEE Trans. Neural Networks Learn. Syst., 2022

Learning-based hierarchical control of water reservoir systems.
IFAC J. Syst. Control., 2022

Advancing reservoir operations modelling in SWAT to reduce socio-ecological tradeoffs.
Environ. Model. Softw., 2022

Analysis, Characterization, Prediction and Attribution of Extreme Atmospheric Events with Machine Learning: a Review.
CoRR, 2022

2021
Dealing with multiple experts and non-stationarity in inverse reinforcement learning: an application to real-life problems.
Mach. Learn., 2021

Time-variant variational transfer for value functions.
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.
Environ. Model. Softw., 2020

Real-time control of water reservoir operations: a learning-based hierarchical approach.
CoRR, 2020

2018
Scalable Multiobjective Control for Large-Scale Water Resources Systems Under Uncertainty.
IEEE Trans. Control. Syst. Technol., 2018

Integrated intelligent water-energy metering systems and informatics: Visioning a digital multi-utility service provider.
Environ. Model. Softw., 2018

Policy tree optimization for threshold-based water resources management over multiple timescales.
Environ. Model. Softw., 2018

Implications of data sampling resolution on water use simulation, end-use disaggregation, and demand management.
Environ. Model. Softw., 2018

2016
Sparse Optimization for Automated Energy End Use Disaggregation.
IEEE Trans. Control. Syst. Technol., 2016

A Matlab toolbox for designing Multi-Objective Optimal Operations of water reservoir systems.
Environ. Model. Softw., 2016

Multimedia on the Mountaintop: Using Public Snow Images to Improve Water Systems Operation.
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.
Proceedings of the Social Web for Environmental and Ecological Monitoring, 2016

Using Multiagent Negotiation to Model Water Resources Systems Operations.
Proceedings of the Autonomous Agents and Multiagent Systems - AAMAS 2016 Workshops, - Best Papers, 2016

Water Resources Systems Operations via Multiagent Negotiation: (Extended Abstract).
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.
Environ. Model. Softw., 2015

Modeling the Management of Water Resources Systems Using Multi-Objective DCOPs.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

2014
Agent-based water resources management in complex decision-making contexts.
PhD thesis, 2014

Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions.
Environ. Model. Softw., 2014

A dimensionality reduction approach for many-objective Markov Decision Processes: Application to a water reservoir operation problem.
Environ. Model. Softw., 2014


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