Aguzzi G.; Audrito G.; Casadei R.; Damiani F.; Torta G.; Viroli M., A field-based computing approach to sensing-driven clustering in robot swarms, «SWARM INTELLIGENCE», 2023, 17, pp. 27 - 62 [Scientific article]Open Access
Aguzzi, Gianluca; Viroli, Mirko; Esterle, Lukas, Field-informed Reinforcement Learning of Collective Tasks with Graph Neural Networks, in: IEEE International Conference on Autonomic Computing and Self-Organizing Systems, ACSOS 2023, Toronto, ON, Canada, September 25-29, 2023, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, IEEE COMPUTER SOC, 2023, pp. 37 - 46 (atti di: 4th IEEE International Conference on Autonomic Computing and Self-Organizing Systems - ACSOS 2023, Toronto, ON, Canada, September 25-29, 2023) [Contribution to conference proceedings]
Aguzzi G.; Casadei R.; Viroli M., MacroSwarm: A Field-Based Compositional Framework for Swarm Programming, in: Coordination Models and Languages, Springer Science and Business Media Deutschland GmbH, 2023, 13908, pp. 31 - 51 (atti di: 25th IFIP WG 6.1 International Conference on Coordination Models and Language, COORDINATION 2023, held as part of the 18th International Federated Conference on Distributed Computing Techniques, DisCoTec 2023, Lisbon, Portugal, June 19–23, 2023) [Contribution to conference proceedings]
Casadei, Roberto; Aguzzi, Gianluca; Pianini, Danilo; Viroli, Mirko, Programming (and Learning) Self-Adaptive & Self-Organising Behaviour with ScaFi: for Swarms, Edge-Cloud Ecosystems, and More, in: IEEE International Conference on Autonomic Computing and Self-Organizing Systems, ACSOS 2023 - Companion, Toronto, ON, Canada, September 25-29, 2023, 2023, pp. 33 - 34 (atti di: 4th IEEE International Conference on Autonomic Computing and Self-Organizing Systems - ACSOS 2023, Toronto, ON, Canada, September 14-15, 2023) [Contribution to conference proceedings]
Davide Domini; Filippo Cavallari; Gianluca Aguzzi; Mirko Viroli, ScaRLib: A Framework for Cooperative Many Agent Deep Reinforcement Learning in Scala, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH, 2023, 13908, pp. 52 - 70 (atti di: 25th IFIP WG 6.1 International Conference on Coordination Models and Language, COORDINATION 2023, held as part of the 18th International Federated Conference on Distributed Computing Techniques, DisCoTec 2023, Lisbon, 2023) [Contribution to conference proceedings]
Casadei, Roberto; Dente, Francesco; Aguzzi, Gianluca; Pianini, Danilo; Viroli, Mirko, Self-Organisation Programming: A Functional Reactive Macro Approach, in: IEEE International Conference on Autonomic Computing and Self-Organizing Systems, ACSOS 2023, Toronto, ON, Canada, September 25-29, 2023, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, IEEE COMPUTER SOC, 2023, pp. 87 - 96 (atti di: 4th IEEE International Conference on Autonomic Computing and Self-Organizing Systems - ACSOS 2023, Toronto, ON, Canada, September 25-29, 2023) [Contribution to conference proceedings]
Aguzzi, Gianluca; Casadei, Roberto; Viroli, Mirko, Addressing Collective Computations Efficiency: Towards a Platform-level Reinforcement Learning Approach, in: 2022 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), Los Alamos, CA, IEEE, 2022, pp. 11 - 20 (atti di: ACSOS 2022, Online, 19-23 Sept. 2022) [Contribution to conference proceedings]Open Access
Aguzzi, Gianluca; Casadei, Roberto; Pianini, Danilo; Viroli, Mirko, Dynamic Decentralization Domains for the Internet of Things, «IEEE INTERNET COMPUTING», 2022, 26, pp. 16 - 23 [Scientific article]Open Access
Gianluca Aguzzi Aguzzi; Roberto Casadei Casadei; Danilo Pianini Pianini; Mirko Viroli Viroli, Dynamic decentralization domains for the Internet of Things - Simulation Repository, 2022. [Software]
Aguzzi G.; Casadei R.; Viroli M., Machine Learning for Aggregate Computing: a Research Roadmap, in: 2022 IEEE 42nd International Conference on Distributed Computing Systems Workshops (ICDCSW), New York, Institute of Electrical and Electronics Engineers Inc., 2022, pp. 119 - 124 (atti di: 42nd IEEE International Conference on Distributed Computing Systems Workshops, ICDCSW 2022, ita, 2022) [Contribution to conference proceedings]Open Access
Casadei, Roberto; Viroli, Mirko; Aguzzi, Gianluca; Pianini, Danilo, ScaFi: A Scala DSL and Toolkit for Aggregate Programming, «SOFTWAREX», 2022, 20, Article number: 101248 , pp. 1 - 8 [Scientific article]Open Access
Casadei, Roberto; Pianini, Danilo; Aguzzi, Gianluca; Audrito, Giorgio; Torta, Gianluca; Ottina, Marco; Damiani, Ferruccio; Viroli, Mirko, Towards Automated Engineering for Collective Adaptive Systems: Vision and Research Directions, in: 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), Los Alamos, CA, IEEE, 2022, pp. 1 - 6 (atti di: DASC/PiCom/CBDCom/CyberSciTech 2022, Falerna, Italy, September 13-15, 2022) [Contribution to conference proceedings]
Aguzzi G.; Casadei R.; Viroli M., Towards Reinforcement Learning-based Aggregate Computing, in: Coordination Models and Languages. COORDINATION 2022. IFIP Advances in Information and Communication Technology, CHAM, Springer Science and Business Media Deutschland GmbH, 2022, 13271, pp. 72 - 91 (atti di: COORDINATION 2022, Lucca, Italia, 13-17/6/2022) [Contribution to conference proceedings]Open Access
Casadei R.; Aguzzi G.; Viroli M., A programming approach to collective autonomy, «JOURNAL OF SENSOR AND ACTUATOR NETWORKS», 2021, 10, Article number: 27 , pp. 1 - 23 [Scientific article]Open Access
Delnevo G.; Aguzzi G.; Letizi S.; Luffarelli M.; Petreti A.; Mirri S., Encouraging users in waste sorting using deep neural networks and gamification, in: GoodIT 2021 - Proceedings of the 2021 Conference on Information Technology for Social Good, Association for Computing Machinery, Inc, 2021, pp. 230 - 235 (atti di: 1st Conference on Information Technology for Social Good, GoodIT 2021, ita, 2021) [Contribution to conference proceedings]
