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Gianluca Aguzzi

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2025
[j6]
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Gianluca Aguzzi, Mirko Viroli:
MacroSwarm: A scala framework for swarm programming. Sci. Comput. Program. 239: 103182 (2025)
2024
[b1]
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Gianluca Aguzzi:
A language-based software engineering approach for cyber-physical swarms. University of Bologna, Italy, 2024
[j5]
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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: 103176 (2024)
[c19]
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Davide Domini, Gianluca Aguzzi, Lukas Esterle, Mirko Viroli:
Field-Based Coordination for Federated Learning. COORDINATION 2024: 56-74
[c18]
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Gianluca Aguzzi, Roberto Casadei, Matteo Cerioni, Mirko Viroli:
ScaFi-Blocks: A Visual Aggregate Programming Environment for Low-Code Swarm Design. COORDINATION 2024: 258-276
[c17]
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Gianluca Aguzzi, Claudio Savaglio:
Engineering Distributed Collective Intelligence in Cyber-Physical Swarms. DCOSS-IoT 2024: 570-575
[c16]
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  - conf/percom/MontagnaAFPKUM24
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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: 346-351
[c15]
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Gianluca Aguzzi, Giorgio Audrito, Mirko Viroli:
Optimising Aggregate Monitors for Spatial Logic of Closure Spaces Properties. VORTEX@ISSTA 2024: 25-31
[c14]
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  - conf/woa/DominiFAV24
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Davide Domini, Nicolas Farabegoli, Gianluca Aguzzi, Mirko Viroli:
Towards Intelligent Pulverized Systems: a Modern Approach for Edge-Cloud Services. WOA 2024: 233-251
[i3]
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  - journals/corr/abs-2401-10969
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Gianluca Aguzzi, Roberto Casadei, Mirko Viroli:
MacroSwarm: A Field-based Compositional Framework for Swarm Programming. CoRR abs/2401.10969 (2024)
[i2]
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  - journals/corr/abs-2406-04780
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Roberto Casadei, Gianluca Aguzzi, Giorgio Audrito, Ferruccio Damiani, Danilo Pianini, Giordano Scarso, Gianluca Torta, Mirko Viroli:
Software Engineering for Collective Cyber-Physical Ecosystems. CoRR abs/2406.04780 (2024)
[i1]
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  - journals/corr/abs-2407-12410
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Davide Domini, Gianluca Aguzzi, Nicolas Farabegoli, Mirko Viroli, Lukas Esterle:
Proximity-based Self-Federated Learning. CoRR abs/2407.12410 (2024)
2023
[j4]
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  - journals/swarm/AguzziACDTV23
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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(1-2): 27-62 (2023)
[c13]
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  - conf/acsos/CasadeiAPV23
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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: 33-34
[c12]
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Gianluca Aguzzi, Mirko Viroli, Lukas Esterle:
Field-informed Reinforcement Learning of Collective Tasks with Graph Neural Networks. ACSOS 2023: 37-46
[c11]
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Roberto Casadei, Francesco Dente, Gianluca Aguzzi, Danilo Pianini, Mirko Viroli:
Self-Organisation Programming: A Functional Reactive Macro Approach. ACSOS 2023: 87-96
[c10]
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Gianluca Aguzzi, Roberto Casadei, Mirko Viroli:
MacroSwarm: A Field-Based Compositional Framework for Swarm Programming. COORDINATION 2023: 31-51
[c9]
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Davide Domini, Filippo Cavallari, Gianluca Aguzzi, Mirko Viroli:
ScaRLib: A Framework for Cooperative Many Agent Deep Reinforcement Learning in Scala. COORDINATION 2023: 52-70
2022
[j3]
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  - journals/internet/AguzziCPV22
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Gianluca Aguzzi, Roberto Casadei, Danilo Pianini, Mirko Viroli:
Dynamic Decentralization Domains for the Internet of Things. IEEE Internet Comput. 26(6): 16-23 (2022)
[j2]
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Roberto Casadei, Mirko Viroli, Gianluca Aguzzi, Danilo Pianini:
ScaFi: A Scala DSL and Toolkit for Aggregate Programming. SoftwareX 20: 101248 (2022)
[c8]
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Gianluca Aguzzi, Roberto Casadei, Mirko Viroli:
Addressing Collective Computations Efficiency: Towards a Platform-level Reinforcement Learning Approach. ACSOS 2022: 11-20
[c7]
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Gianluca Aguzzi, Roberto Casadei, Mirko Viroli:
Towards Reinforcement Learning-based Aggregate Computing. COORDINATION 2022: 72-91
[c6]
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  - conf/dasc/CasadeiPAATODV22
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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: 1-6
[c5]
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Gianluca Aguzzi, Roberto Casadei, Mirko Viroli:
Machine Learning for Aggregate Computing: a Research Roadmap. ICDCS Workshops 2022: 119-124
[d1]
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Gianluca Aguzzi, Roberto Casadei, Danilo Pianini, Mirko Viroli:
Dynamic decentralization domains for the Internet of Things - Simulation Repository. IEEE DataPort, 2022
2021
[j1]
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  - journals/jsan/CasadeiAV21
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Roberto Casadei, Gianluca Aguzzi, Mirko Viroli:
A Programming Approach to Collective Autonomy. J. Sens. Actuator Networks 10(2): 27 (2021)
[c4]
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Gianluca Aguzzi, Roberto Casadei, Danilo Pianini, Guido Salvaneschi, Mirko Viroli:
Towards Pulverised Architectures for Collective Adaptive Systems through Multi-Tier Programming. ACSOS-C 2021: 99-104
[c3]
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Gianluca Aguzzi:
Research directions for Aggregate Computing with Machine Learning. ACSOS-C 2021: 310-312
[c2]
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  - conf/coordination/AguzziCMPV21
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Gianluca Aguzzi, Roberto Casadei, Niccolò Maltoni, Danilo Pianini, Mirko Viroli:
ScaFi-Web: A Web-Based Application for Field-Based Coordination Programming. COORDINATION 2021: 285-299
[c1]
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  - conf/goodit/DelnevoALLPM21
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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: 230-235

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