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Gianluca Aguzzi
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Towards reinforcement learning-based aggregate computing
G Aguzzi, R Casadei, M Viroli
International Conference on Coordination Languages and Models, 72-91, 2022
112022
ScaFi: A Scala DSL and toolkit for aggregate programming
R Casadei, M Viroli, G Aguzzi, D Pianini
SoftwareX 20, 101248, 2022
92022
Encouraging users in waste sorting using deep neural networks and gamification
G Delnevo, G Aguzzi, S Letizi, M Luffarelli, A Petreti, S Mirri
Proceedings of the Conference on Information Technology for Social Good, 230-235, 2021
82021
A programming approach to collective autonomy
R Casadei, G Aguzzi, M Viroli
Journal of Sensor and Actuator Networks 10 (2), 27, 2021
72021
ScaFi-Web: A Web-Based Application for Field-Based Coordination Programming
G Aguzzi, R Casadei, N Maltoni, D Pianini, M Viroli
Coordination Models and Languages: 23rd IFIP WG 6.1 International Conference …, 2021
72021
Research directions for aggregate computing with machine learning
G Aguzzi
2021 IEEE International Conference on Autonomic Computing and Self …, 2021
62021
A field-based computing approach to sensing-driven clustering in robot swarms
G Aguzzi, G Audrito, R Casadei, F Damiani, G Torta, M Viroli
Swarm Intelligence 17 (1), 27-62, 2023
32023
Dynamic decentralization domains for the internet of things
G Aguzzi, R Casadei, D Pianini, M Viroli
IEEE Internet Computing 26 (6), 16-23, 2022
32022
Machine learning for aggregate computing: a research roadmap
G Aguzzi, R Casadei, M Viroli
2022 IEEE 42nd International Conference on Distributed Computing Systems …, 2022
32022
Towards pulverised architectures for collective adaptive systems through multi-tier programming
G Aguzzi, R Casadei, D Pianini, G Salvaneschi, M Viroli
2021 IEEE International Conference on Autonomic Computing and Self …, 2021
32021
MacroSwarm: A Field-Based Compositional Framework for Swarm Programming
G Aguzzi, R Casadei, M Viroli
International Conference on Coordination Languages and Models, 31-51, 2023
22023
Addressing collective computations efficiency: Towards a platform-level reinforcement learning approach
G Aguzzi, R Casadei, M Viroli
2022 IEEE International Conference on Autonomic Computing and Self …, 2022
22022
Programming (and Learning) Self-Adaptive & Self-Organising Behaviour with ScaFi: for Swarms, Edge-Cloud Ecosystems, and More
R Casadei, G Aguzzi, D Pianini, M Viroli
2023 IEEE International Conference on Autonomic Computing and Self …, 2023
2023
Self-Organisation Programming: A Functional Reactive Macro Approach
R Casadei, F Dente, G Aguzzi, D Pianini, M Viroli
2023 IEEE International Conference on Autonomic Computing and Self …, 2023
2023
Field-informed Reinforcement Learning of Collective Tasks with Graph Neural Networks
G Aguzzi, M Viroli, L Esterle
2023 IEEE International Conference on Autonomic Computing and Self …, 2023
2023
ScaRLib: A Framework for Cooperative Many Agent Deep Reinforcement Learning in Scala
D Domini, F Cavallari, G Aguzzi, M Viroli
International Conference on Coordination Languages and Models, 52-70, 2023
2023
Towards Automated Engineering for Collective Adaptive Systems: Vision and Research Directions
R Casadei, D Pianini, G Aguzzi, G Audrito, G Torta, M Ottina, F Damiani, ...
2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf …, 2022
2022
Dynamic decentralization domains for the Internet of Things-Simulation Repository
G Aguzzi, R Casadei, D Pianini, M Viroli
2022
Yamauchi, Takuto 27 Zahadat, Payam 29 Zhang, Mingyue 27
G Aguzzi, A Aishwaryaprajna, P Alencar, G Al-Falouji, S Alqahtani, ...
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