Gianluca Aguzzi

Publication Activity (10 Years)

Years Active: 2021-2025
Publications (10 Years): 27

Top Topics

Reinforcement Learning

Adaptive Systems

Collective Intelligence

Top Venues

Publications

Gianluca Aguzzi, Mirko Viroli
MacroSwarm: A scala framework for swarm programming. Sci. Comput. Program. 239 (2025)
Davide Domini, Gianluca Aguzzi, Nicolas Farabegoli, Mirko Viroli, Lukas Esterle
Proximity-based Self-Federated Learning. CoRR (2024)
Gianluca Aguzzi, Roberto Casadei, Mirko Viroli
MacroSwarm: A Field-based Compositional Framework for Swarm Programming. CoRR (2024)
Sara Montagna, Gianluca Aguzzi, Stefano Ferretti, Martino Francesco Pengo, Lorenz Cuno Klopfenstein, Michelangelo Ungolo, Matteo Magnini
LLM-based Solutions for Healthcare Chatbots: a Comparative Analysis. PerCom Workshops (2024)
Davide Domini, Nicolas Farabegoli, Gianluca Aguzzi, Mirko Viroli
Towards Intelligent Pulverized Systems: a Modern Approach for Edge-Cloud Services. WOA (2024)
Gianluca Aguzzi, Roberto Casadei, Matteo Cerioni, Mirko Viroli
ScaFi-Blocks: A Visual Aggregate Programming Environment for Low-Code Swarm Design. COORDINATION (2024)
Gianluca Aguzzi, Claudio Savaglio
Engineering Distributed Collective Intelligence in Cyber-Physical Swarms. DCOSS-IoT (2024)
Roberto Casadei, Gianluca Aguzzi, Giorgio Audrito, Ferruccio Damiani, Danilo Pianini, Giordano Scarso, Gianluca Torta, Mirko Viroli
Software Engineering for Collective Cyber-Physical Ecosystems. CoRR (2024)
Davide Domini, Filippo Cavallari, Gianluca Aguzzi, Mirko Viroli
ScaRLib: Towards a hybrid toolchain for aggregate computing and many-agent reinforcement learning. Sci. Comput. Program. 238 (2024)
Davide Domini, Gianluca Aguzzi, Lukas Esterle, Mirko Viroli
Field-Based Coordination for Federated Learning. COORDINATION (2024)
Gianluca Aguzzi, Mirko Viroli, Lukas Esterle
Field-informed Reinforcement Learning of Collective Tasks with Graph Neural Networks. ACSOS (2023)
Roberto Casadei, Gianluca Aguzzi, Danilo Pianini, Mirko Viroli
Programming (and Learning) Self-Adaptive & Self-Organising Behaviour with ScaFi: for Swarms, Edge-Cloud Ecosystems, and More. ACSOS-C (2023)
Davide Domini, Filippo Cavallari, Gianluca Aguzzi, Mirko Viroli
ScaRLib: A Framework for Cooperative Many Agent Deep Reinforcement Learning in Scala. COORDINATION (2023)
Gianluca Aguzzi, Giorgio Audrito, Roberto Casadei, Ferruccio Damiani, Gianluca Torta, Mirko Viroli
A field-based computing approach to sensing-driven clustering in robot swarms. Swarm Intell. 17 (1) (2023)
Roberto Casadei, Francesco L. De Angelis, Gianluca Aguzzi, Danilo Pianini, Mirko Viroli
Self-Organisation Programming: A Functional Reactive Macro Approach. ACSOS (2023)
Gianluca Aguzzi, Roberto Casadei, Mirko Viroli
MacroSwarm: A Field-Based Compositional Framework for Swarm Programming. COORDINATION (2023)
Roberto Casadei, Danilo Pianini, Gianluca Aguzzi, Giorgio Audrito, Gianluca Torta, Marco Ottina, Ferruccio Damiani, Mirko Viroli
Towards Automated Engineering for Collective Adaptive Systems: Vision and Research Directions. DASC/PiCom/CBDCom/CyberSciTech (2022)
Gianluca Aguzzi, Roberto Casadei, Mirko Viroli
Addressing Collective Computations Efficiency: Towards a Platform-level Reinforcement Learning Approach. ACSOS (2022)
Gianluca Aguzzi, Roberto Casadei, Danilo Pianini, Mirko Viroli
Dynamic Decentralization Domains for the Internet of Things. IEEE Internet Comput. 26 (6) (2022)
Gianluca Aguzzi, Roberto Casadei, Mirko Viroli
Machine Learning for Aggregate Computing: a Research Roadmap. ICDCS Workshops (2022)
Roberto Casadei, Mirko Viroli, Gianluca Aguzzi, Danilo Pianini
ScaFi: A Scala DSL and Toolkit for Aggregate Programming. SoftwareX 20 (2022)
Gianluca Aguzzi, Roberto Casadei, Mirko Viroli
Towards Reinforcement Learning-based Aggregate Computing. COORDINATION (2022)
Roberto Casadei, Gianluca Aguzzi, Mirko Viroli
A Programming Approach to Collective Autonomy. J. Sens. Actuator Networks 10 (2) (2021)
Gianluca Aguzzi, Roberto Casadei, Niccolò Maltoni, Danilo Pianini, Mirko Viroli
ScaFi-Web: A Web-Based Application for Field-Based Coordination Programming. COORDINATION (2021)
Gianluca Aguzzi, Roberto Casadei, Danilo Pianini, Guido Salvaneschi, Mirko Viroli
Towards Pulverised Architectures for Collective Adaptive Systems through Multi-Tier Programming. ACSOS-C (2021)
Gianluca Aguzzi
Research directions for Aggregate Computing with Machine Learning. ACSOS-C (2021)
Giovanni Delnevo, Gianluca Aguzzi, Simone Letizi, Marta Luffarelli, Andrea Petreti, Silvia Mirri
Encouraging users in waste sorting using deep neural networks and gamification. GoodIT (2021)