pub.bib

@article{casadei2021programming,
  title={A programming approach to collective autonomy},
  author={Casadei, Roberto and Aguzzi, Gianluca and Viroli, Mirko},
  journal={Journal of Sensor and Actuator Networks},
  volume={10},
  number={2},
  pages={27},
  year={2021},
  publisher={MDPI}
}

@inproceedings{aguzzi2021scafi,
  title={ScaFi-Web: a web-based application for field-based coordination programming},
  author={Aguzzi, Gianluca and Casadei, Roberto and Maltoni, Niccol{\`o} and Pianini, Danilo and Viroli, Mirko},
  booktitle={Coordination Models and Languages: 23rd IFIP WG 6.1 International Conference, COORDINATION 2021, Held as Part of the 16th International Federated Conference on Distributed Computing Techniques, DisCoTec 2021, Valletta, Malta, June 14--18, 2021, Proceedings 23},
  pages={285--299},
  year={2021},
  organization={Springer International Publishing}
}

@inproceedings{delnevo2021encouraging,
  title={Encouraging users in waste sorting using deep neural networks and gamification},
  author={Delnevo, Giovanni and Aguzzi, Gianluca and Letizi, Simone and Luffarelli, Marta and Petreti, Andrea and Mirri, Silvia},
  booktitle={Proceedings of the Conference on Information Technology for Social Good},
  pages={230--235},
  year={2021}
}

@inproceedings{aguzzi2021research,
  title={Research directions for aggregate computing with machine learning},
  author={Aguzzi, Gianluca},
  booktitle={2021 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C)},
  pages={310--312},
  year={2021},
  organization={IEEE}
}

@inproceedings{aguzzi2021towards,
  title={Towards pulverised architectures for collective adaptive systems through multi-tier programming},
  author={Aguzzi, Gianluca and Casadei, Roberto and Pianini, Danilo and Salvaneschi, Guido and Viroli, Mirko},
  booktitle={2021 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C)},
  pages={99--104},
  year={2021},
  organization={IEEE}
}

@inproceedings{aguzzi2022towards,
  title={Towards reinforcement learning-based aggregate computing},
  author={Aguzzi, Gianluca and Casadei, Roberto and Viroli, Mirko},
  booktitle={International Conference on Coordination Languages and Models},
  pages={72--91},
  year={2022},
  organization={Springer Nature Switzerland Cham}
}

@article{casadei2022scafi,
  title={ScaFi: A Scala DSL and toolkit for aggregate programming},
  author={Casadei, Roberto and Viroli, Mirko and Aguzzi, Gianluca and Pianini, Danilo},
  journal={SoftwareX},
  volume={20},
  pages={101248},
  year={2022},
  publisher={Elsevier}
}

@article{aguzzi2023field,
  title={A field-based computing approach to sensing-driven clustering in robot swarms},
  author={Aguzzi, Gianluca and Audrito, Giorgio and Casadei, Roberto and Damiani, Ferruccio and Torta, Gianluca and Viroli, Mirko},
  journal={Swarm Intelligence},
  volume={17},
  number={1},
  pages={27--62},
  year={2023},
  publisher={Springer US New York}
}

@article{aguzzi2022dynamic,
  title={Dynamic decentralization domains for the internet of things},
  author={Aguzzi, Gianluca and Casadei, Roberto and Pianini, Danilo and Viroli, Mirko},
  journal={IEEE Internet Computing},
  volume={26},
  number={6},
  pages={16--23},
  year={2022},
  publisher={IEEE}
}

@inproceedings{aguzzi2022addressing,
  title={Addressing collective computations efficiency: Towards a platform-level reinforcement learning approach},
  author={Aguzzi, Gianluca and Casadei, Roberto and Viroli, Mirko},
  booktitle={2022 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS)},
  pages={11--20},
  year={2022},
  organization={IEEE}
}

@inproceedings{aguzzi2022machine,
  title={Machine learning for aggregate computing: a research roadmap},
  author={Aguzzi, Gianluca and Casadei, Roberto and Viroli, Mirko},
  booktitle={2022 IEEE 42nd International Conference on Distributed Computing Systems Workshops (ICDCSW)},
  pages={119--124},
  year={2022},
  organization={IEEE}
}

@inproceedings{casadei2022towards,
  title={Towards Automated Engineering for Collective Adaptive Systems: Vision and Research Directions},
  author={Casadei, Roberto and Pianini, Danilo and Aguzzi, Gianluca and Audrito, Giorgio and Torta, Gianluca and Ottina, Marco and Damiani, Ferruccio and Viroli, Mirko},
  booktitle={2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)},
  pages={1--6},
  year={2022},
  organization={IEEE}
}

@inproceedings{domini2023scarlib,
  title={ScaRLib: A Framework for Cooperative Many Agent Deep Reinforcement Learning in Scala},
  author={Domini, Davide and Cavallari, Filippo and Aguzzi, Gianluca and Viroli, Mirko},
  booktitle={International Conference on Coordination Languages and Models},
  pages={52--70},
  year={2023},
  organization={Springer Nature Switzerland Cham}
}

@inproceedings{aguzzi2023macroswarm,
  title={Macroswarm: a field-based compositional framework for swarm programming},
  author={Aguzzi, Gianluca and Casadei, Roberto and Viroli, Mirko},
  booktitle={International Conference on Coordination Languages and Models},
  pages={31--51},
  year={2023},
  organization={Springer Nature Switzerland Cham}
}

@inproceedings{aguzzi2023field-ACSOS,
  title={Field-informed reinforcement learning of collective tasks with graph neural networks},
  author={Aguzzi, Gianluca and Viroli, Mirko and Esterle, Lukas},
  booktitle={2023 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS)},
  pages={37--46},
  year={2023},
  organization={IEEE}
}

@inproceedings{casadei2023self,
  title={Self-organisation programming: a functional reactive macro approach},
  author={Casadei, Roberto and Dente, Francesco and Aguzzi, Gianluca and Pianini, Danilo and Viroli, Mirko},
  booktitle={2023 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS)},
  pages={87--96},
  year={2023},
  organization={IEEE}
}

@inproceedings{casadei2023programming,
  title={Programming (and Learning) Self-Adaptive \& Self-Organising Behaviour with ScaFi: for Swarms, Edge-Cloud Ecosystems, and More},
  author={Casadei, Roberto and Aguzzi, Gianluca and Pianini, Danilo and Viroli, Mirko},
  booktitle={2023 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C)},
  pages={33--34},
  year={2023},
  organization={IEEE}
}

@inproceedings{montagna2024llm,
  title={LLM-based Solutions for Healthcare Chatbots: a Comparative Analysis},
  author={Montagna, Sara and Aguzzi, Gianluca and Ferretti, Stefano and Pengo, Martino Francesco and Klopfenstein, Lorenz Cuno and Ungolo, Michelangelo and Magnini, Matteo},
  booktitle={2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)},
  pages={346--351},
  year={2024},
  organization={IEEE}
}

@article{casadei2024software,
  title={Software Engineering for Collective Cyber-Physical Ecosystems},
  author={Casadei, Roberto and Aguzzi, Gianluca and Audrito, Giorgio and Damiani, Ferruccio and Pianini, Danilo and Scarso, Giordano and Torta, Gianluca and Viroli, Mirko},
  journal={arXiv preprint arXiv:2406.04780},
  year={2024}
}

@inproceedings{domini2024field,
  title={Field-Based Coordination for Federated Learning},
  author={Domini, Davide and Aguzzi, Gianluca and Esterle, Lukas and Viroli, Mirko},
  booktitle={International Conference on Coordination Models and Languages},
  pages={56--74},
  year={2024},
  organization={Springer Nature Switzerland Cham}
}

@inproceedings{aguzzi2024scafi,
  title={ScaFi-Blocks: A Visual Aggregate Programming Environment for Low-Code Swarm Design},
  author={Aguzzi, Gianluca and Casadei, Roberto and Cerioni, Matteo and Viroli, Mirko},
  booktitle={International Conference on Coordination Models and Languages},
  pages={258--276},
  year={2024},
  organization={Springer Nature Switzerland Cham}
}

@incollection{pianini2024space,
  title={Space-Fluid and Time-Fluid Programming},
  author={Pianini, Danilo and Casadei, Roberto and Mariani, Stefano and Aguzzi, Gianluca and Viroli, Mirko and Zambonelli, Franco},
  booktitle={Fluidware: Novel Approaches for Large-Scale IoT Systems},
  pages={107--134},
  year={2024},
  publisher={Springer International Publishing Cham}
}

@incollection{aguzzi2024learning,
  title={Learning Opportunities in Collective Adaptive Systems},
  author={Aguzzi, Gianluca and Casadei, Roberto and Mariani, Stefano and Viroli, Mirko and Zambonelli, Franco},
  booktitle={Fluidware: Novel Approaches for Large-Scale IoT Systems},
  pages={179--199},
  year={2024},
  publisher={Springer International Publishing Cham}
}

@article{domini2024proximity,
  title={Proximity-based Self-Federated Learning},
  author={Domini, Davide and Aguzzi, Gianluca and Farabegoli, Nicolas and Viroli, Mirko and Esterle, Lukas},
  journal={arXiv preprint arXiv:2407.12410},
  year={2024}
}

@article{domini2024scarlib,
  title={ScaRLib: Towards a hybrid toolchain for aggregate computing and many-agent reinforcement learning},
  author={Domini, D and Cavallari, F and Aguzzi, G and Viroli, M},
  journal={Science of Computer Programming},
  volume={238},
  pages={103176},
  year={2024},
  publisher={Elsevier}
}

@article{domini2024towards,
  title={Towards Intelligent Pulverized Systems: a Modern Approach for Edge-Cloud Services},
  author={Domini, Davide and Farabegoli, Nicolas and Aguzzi, Gianluca and Viroli, Mirko},
  year={2024}
}

@article{aguzzi2024macroswarm,
  title={MacroSwarm: a Scala Framework for Swarm Programming},
  author={Aguzzi, Gianluca and Viroli, Mirko},
  journal={Science of Computer Programming},
  pages={103182},
  year={2024},
  publisher={Elsevier}
}


@inproceedings{aguzzi2024engineering,
  title={Engineering Distributed Collective Intelligence in Cyber-Physical Swarms},
  author={Aguzzi, Gianluca and Savaglio, Claudio},
  booktitle={2024 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT)},
  pages={570--575},
  year={2024},
  organization={IEEE}
}