Gianluca Aguzzi

53 papers A 2B 1C 8Misc 1Journal 20Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Decentralized proximity-aware clustering for collective self-federated learning. Internet Things Davide Domini, Nicolas Farabegoli, Gianluca Aguzzi, Mirko Viroli, Lukas Esterle
2026	J	`jnl`	FBFL: A Field-Based Coordination Approach for Data Heterogeneity in Federated Learning. Log. Methods Comput. Sci. Davide Domini, Gianluca Aguzzi, Lukas Esterle, Mirko Viroli
2026	J	`jnl`	Low-code design of collective systems with ScaFi-Blocks. Sci. Comput. Program. Gianluca Aguzzi, Matteo Cerioni, Mirko Viroli
2026	J	`jnl`	Phyelds: A Pythonic Framework for Aggregate Computing. CoRR Gianluca Aguzzi, Davide Domini, Nicolas Farabegoli, Mirko Viroli
2025	C	`conf`	A Demonstrator for Self-organizing Robot Teams. COORDINATION Gianluca Aguzzi, Lorenzo Bacchini, Martina Baiardi, Roberto Casadei, Angela Cortecchia, Davide Domini, Nicolas Farabegoli, Danilo Pianini, Mirko Viroli
2025	—	`conf`	A Field-Based Approach for Runtime Replanning in Swarm Robotics Missions. ACSOS Gianluca Aguzzi, Martina Baiardi, Angela Cortecchia, Branko Miloradovic, Alessandro Papadopoulos, Danilo Pianini, Mirko Viroli
2025	—	`conf`	A Fine-Tuning Pipeline with Small Conversational Data for Healthcare Chatbot. AIME (2) Gianluca Aguzzi, Matteo Magnini, Martino Francesco Pengo, Mirko Viroli, Sara Montagna
2025	J	`jnl`	A Language-based Approach to Macroprogramming for IoT Systems through Large Language Models. ACM Trans. Internet Things Gianluca Aguzzi, Nicolas Farabegoli, Mirko Viroli
2025	—	`conf`	Aggregate Runtime Verification for Emergency Healthcare in Crowded Events. ICHMS Gianluca Torta, Gianluca Aguzzi, Ferruccio Damiani, Mirko Viroli
2025	A	`conf`	Exploiting GenAI for Plan Generation in BDI Agents. ECAI Giovanni Ciatto, Gianluca Aguzzi, Riccardo Battistini, Martina Baiardi, Samuele Burattini, Alessandro Ricci
2025	J	`jnl`	FBFL: A Field-Based Coordination Approach for Data Heterogeneity in Federated Learning. CoRR Davide Domini, Gianluca Aguzzi, Lukas Esterle, Mirko Viroli
2025	J	`jnl`	MacroSwarm: A Field-based Compositional Framework for Swarm Programming. Log. Methods Comput. Sci. Gianluca Aguzzi, Roberto Casadei, Mirko Viroli
2025	J	`jnl`	MacroSwarm: A scala framework for swarm programming. Sci. Comput. Program. Gianluca Aguzzi, Mirko Viroli
2025	Misc	`conf`	Neighbor-Based Decentralized Training Strategies for Multi-Agent Reinforcement Learning. SAC Nicolò Malucelli, Davide Domini, Gianluca Aguzzi, Mirko Viroli
2025	—	`conf`	On the LLM Robustness in a Simulated Conversational XR Scenario: A Preliminary Semantic Analysis. ICIAP (Workshops 1) Michele Braccini, Gianluca Aguzzi, Paolo Baldini, Andrea Roli
2025	J	`jnl`	ProFed: a Benchmark for Proximity-based non-IID Federated Learning. CoRR Davide Domini, Gianluca Aguzzi, Mirko Viroli
2025	J	`jnl`	RAG-Enhanced Open SLMs for Hypertension Management Chatbots. J. Medical Syst. Gianluca Aguzzi, Matteo Magnini, Aqila Farahmand, Stefano Ferretti, Martino Francesco Pengo, Sara Montagna
2025	A	`conf`	SHAC++: A Neural Network to Rule All Differentiable Simulators. ECAI Francesco Bertolotti, Gianluca Aguzzi, Walter Cazzola, Mirko Viroli
2025	J	`jnl`	Software Engineering for Collective Cyber-Physical Ecosystems. ACM Trans. Softw. Eng. Methodol. Roberto Casadei, Gianluca Aguzzi, Giorgio Audrito, Ferruccio Damiani, Danilo Pianini, Giordano Scarso, Gianluca Torta, Mirko Viroli
2025	B	`conf`	Sparse Self-Federated Learning for Energy Efficient Cooperative Intelligence in Society 5.0. IJCNN Davide Domini, Laura Erhan, Gianluca Aguzzi, Lucia Cavallaro, Amirhossein Douzandeh Zenoozi, Antonio Liotta, Mirko Viroli
2025	J	`jnl`	Sparse Self-Federated Learning for Energy Efficient Cooperative Intelligence in Society 5.0. CoRR Davide Domini, Laura Erhan, Gianluca Aguzzi, Lucia Cavallaro, Amirhossein Douzandeh Zenoozi, Antonio Liotta, Mirko Viroli
2024	C	`conf`	A Reusable Simulation Pipeline for Many-Agent Reinforcement Learning. DS-RT Davide Domini, Gianluca Aguzzi, Danilo Pianini, Mirko Viroli
2024	—	`—`	A language-based software engineering approach for cyber-physical swarms. Gianluca Aguzzi
2024	—	`conf`	Applying Retrieval-Augmented Generation on Open LLMs for a Medical Chatbot Supporting Hypertensive Patients. HC@AIxIA Gianluca Aguzzi, Matteo Magnini, Stefano Ferretti, Giuseppe Pio Salcuni, Sara Montagna
2024	—	`conf`	Decentralized Multi-Drone Coordination for Wildlife Video Acquisition. ACSOS Denys Grushchak, Jenna Kline, Danilo Pianini, Nicolas Farabegoli, Gianluca Aguzzi, Martina Baiardi, Christopher Stewart
2024	—	`conf`	Engineering Distributed Collective Intelligence in Cyber-Physical Swarms. DCOSS-IoT Gianluca Aguzzi, Claudio Savaglio
2024	C	`conf`	Field-Based Coordination for Federated Learning. COORDINATION Davide Domini, Gianluca Aguzzi, Lukas Esterle, Mirko Viroli
2024	—	`conf`	LLM-based Solutions for Healthcare Chatbots: a Comparative Analysis. PerCom Workshops Sara Montagna, Gianluca Aguzzi, Stefano Ferretti, Martino Francesco Pengo, Lorenz Cuno Klopfenstein, Michelangelo Ungolo, Matteo Magnini
2024	J	`jnl`	MacroSwarm: A Field-based Compositional Framework for Swarm Programming. CoRR Gianluca Aguzzi, Roberto Casadei, Mirko Viroli
2024	—	`conf`	Optimising Aggregate Monitors for Spatial Logic of Closure Spaces Properties. VORTEX@ISSTA Gianluca Aguzzi, Giorgio Audrito, Mirko Viroli
2024	—	`conf`	Proximity-based Self-Federated Learning. ACSOS Davide Domini, Gianluca Aguzzi, Nicolas Farabegoli, Mirko Viroli, Lukas Esterle
2024	J	`jnl`	Proximity-based Self-Federated Learning. CoRR Davide Domini, Gianluca Aguzzi, Nicolas Farabegoli, Mirko Viroli, Lukas Esterle
2024	C	`conf`	ScaFi-Blocks: A Visual Aggregate Programming Environment for Low-Code Swarm Design. COORDINATION Gianluca Aguzzi, Roberto Casadei, Matteo Cerioni, Mirko Viroli
2024	J	`jnl`	ScaRLib: Towards a hybrid toolchain for aggregate computing and many-agent reinforcement learning. Sci. Comput. Program. Davide Domini, Filippo Cavallari, Gianluca Aguzzi, Mirko Viroli
2024	J	`jnl`	Software Engineering for Collective Cyber-Physical Ecosystems. CoRR Roberto Casadei, Gianluca Aguzzi, Giorgio Audrito, Ferruccio Damiani, Danilo Pianini, Giordano Scarso, Gianluca Torta, Mirko Viroli
2024	—	`conf`	Towards Intelligent Pulverized Systems: a Modern Approach for Edge-Cloud Services. WOA Davide Domini, Nicolas Farabegoli, Gianluca Aguzzi, Mirko Viroli
2023	J	`jnl`	A field-based computing approach to sensing-driven clustering in robot swarms. Swarm Intell. Gianluca Aguzzi, Giorgio Audrito, Roberto Casadei, Ferruccio Damiani, Gianluca Torta, Mirko Viroli
2023	—	`conf`	Field-informed Reinforcement Learning of Collective Tasks with Graph Neural Networks. ACSOS Gianluca Aguzzi, Mirko Viroli, Lukas Esterle
2023	C	`conf`	MacroSwarm: A Field-Based Compositional Framework for Swarm Programming. COORDINATION Gianluca Aguzzi, Roberto Casadei, Mirko Viroli
2023	—	`conf`	Programming (and Learning) Self-Adaptive & Self-Organising Behaviour with ScaFi: for Swarms, Edge-Cloud Ecosystems, and More. ACSOS-C Roberto Casadei, Gianluca Aguzzi, Danilo Pianini, Mirko Viroli
2023	C	`conf`	ScaRLib: A Framework for Cooperative Many Agent Deep Reinforcement Learning in Scala. COORDINATION Davide Domini, Filippo Cavallari, Gianluca Aguzzi, Mirko Viroli
2023	—	`conf`	Self-Organisation Programming: A Functional Reactive Macro Approach. ACSOS Roberto Casadei, Francesco Dente, Gianluca Aguzzi, Danilo Pianini, Mirko Viroli
2022	—	`conf`	Addressing Collective Computations Efficiency: Towards a Platform-level Reinforcement Learning Approach. ACSOS Gianluca Aguzzi, Roberto Casadei, Mirko Viroli
2022	J	`jnl`	Dynamic Decentralization Domains for the Internet of Things. IEEE Internet Comput. Gianluca Aguzzi, Roberto Casadei, Danilo Pianini, Mirko Viroli
2022	—	`conf`	Machine Learning for Aggregate Computing: a Research Roadmap. ICDCS Workshops Gianluca Aguzzi, Roberto Casadei, Mirko Viroli
2022	J	`jnl`	ScaFi: A Scala DSL and Toolkit for Aggregate Programming. SoftwareX Roberto Casadei, Mirko Viroli, Gianluca Aguzzi, Danilo Pianini
2022	—	`conf`	Towards Automated Engineering for Collective Adaptive Systems: Vision and Research Directions. DASC/PiCom/CBDCom/CyberSciTech Roberto Casadei, Danilo Pianini, Gianluca Aguzzi, Giorgio Audrito, Gianluca Torta, Marco Ottina, Ferruccio Damiani, Mirko Viroli
2022	C	`conf`	Towards Reinforcement Learning-based Aggregate Computing. COORDINATION Gianluca Aguzzi, Roberto Casadei, Mirko Viroli
2021	J	`jnl`	A Programming Approach to Collective Autonomy. J. Sens. Actuator Networks Roberto Casadei, Gianluca Aguzzi, Mirko Viroli
2021	—	`conf`	Encouraging users in waste sorting using deep neural networks and gamification. GoodIT Giovanni Delnevo, Gianluca Aguzzi, Simone Letizi, Marta Luffarelli, Andrea Petreti, Silvia Mirri
2021	—	`conf`	Research directions for Aggregate Computing with Machine Learning. ACSOS-C Gianluca Aguzzi
2021	C	`conf`	ScaFi-Web: A Web-Based Application for Field-Based Coordination Programming. COORDINATION Gianluca Aguzzi, Roberto Casadei, Niccolò Maltoni, Danilo Pianini, Mirko Viroli
2021	—	`conf`	Towards Pulverised Architectures for Collective Adaptive Systems through Multi-Tier Programming. ACSOS-C Gianluca Aguzzi, Roberto Casadei, Danilo Pianini, Guido Salvaneschi, Mirko Viroli