Gianluca Aguzzi

According to our database, Gianluca Aguzzi authored at least 18 papers between 2021 and 2023.

Collaborative distances:

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

2023

A field-based computing approach to sensing-driven clustering in robot swarms.

Gianluca Aguzzi, Giorgio Audrito, Roberto Casadei, Ferruccio Damiani, Gianluca Torta, Mirko Viroli

Swarm Intell., June, 2023

ScaRLib: A Framework for Cooperative Many Agent Deep Reinforcement Learning in Scala.

Davide Domini, Filippo Cavallari, Gianluca Aguzzi, Mirko Viroli

Proceedings of the Coordination Models and Languages, 2023

MacroSwarm: A Field-Based Compositional Framework for Swarm Programming.

Gianluca Aguzzi, Roberto Casadei, Mirko Viroli

Proceedings of the Coordination Models and Languages, 2023

Programming (and Learning) Self-Adaptive & Self-Organising Behaviour with ScaFi: for Swarms, Edge-Cloud Ecosystems, and More.

Roberto Casadei, Gianluca Aguzzi, Danilo Pianini, Mirko Viroli

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2023

Self-Organisation Programming: A Functional Reactive Macro Approach.

Roberto Casadei, Francesco L. De Angelis, Gianluca Aguzzi, Danilo Pianini, Mirko Viroli

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2023

Field-informed Reinforcement Learning of Collective Tasks with Graph Neural Networks.

Gianluca Aguzzi, Mirko Viroli, Lukas Esterle

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2023

2022

ScaFi: A Scala DSL and Toolkit for Aggregate Programming.

Roberto Casadei, Mirko Viroli, Gianluca Aguzzi, Danilo Pianini

SoftwareX, December, 2022

Dynamic decentralization domains for the Internet of Things - Simulation Repository.

Gianluca Aguzzi, Roberto Casadei, Danilo Pianini, Mirko Viroli

Dataset, April, 2022

Dynamic Decentralization Domains for the Internet of Things.

Gianluca Aguzzi, Roberto Casadei, Danilo Pianini, Mirko Viroli

IEEE Internet Comput., 2022

Machine Learning for Aggregate Computing: a Research Roadmap.

Gianluca Aguzzi, Roberto Casadei, Mirko Viroli

Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

Towards Automated Engineering for Collective Adaptive Systems: Vision and Research Directions.

Roberto Casadei, Danilo Pianini, Gianluca Aguzzi, Giorgio Audrito, Gianluca Torta, Marco Ottina, Ferruccio Damiani, Mirko Viroli

Proceedings of the IEEE Intl. Conf. on Dependable, 2022

Towards Reinforcement Learning-based Aggregate Computing.

Gianluca Aguzzi, Roberto Casadei, Mirko Viroli

Proceedings of the Coordination Models and Languages, 2022

Addressing Collective Computations Efficiency: Towards a Platform-level Reinforcement Learning Approach.

Gianluca Aguzzi, Roberto Casadei, Mirko Viroli

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2022

2021

A Programming Approach to Collective Autonomy.

Roberto Casadei, Gianluca Aguzzi, Mirko Viroli

J. Sens. Actuator Networks, 2021

Encouraging users in waste sorting using deep neural networks and gamification.

Giovanni Delnevo, Gianluca Aguzzi, Simone Letizi, Marta Luffarelli, Andrea Petreti, Silvia Mirri

Proceedings of the GoodIT '21: Conference on Information Technology for Social Good, 2021

ScaFi-Web: A Web-Based Application for Field-Based Coordination Programming.

Gianluca Aguzzi, Roberto Casadei, Niccolò Maltoni, Danilo Pianini, Mirko Viroli

Proceedings of the Coordination Models and Languages, 2021

Towards Pulverised Architectures for Collective Adaptive Systems through Multi-Tier Programming.

Gianluca Aguzzi, Roberto Casadei, Danilo Pianini, Guido Salvaneschi, Mirko Viroli

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2021

Research directions for Aggregate Computing with Machine Learning.

Gianluca Aguzzi

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2021