Takip et
Gianluca Aguzzi
Gianluca Aguzzi
Postdoctoral fellow at Alma Mater Studiorum, Università di Bologna
unibo.it üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
Scafi: A scala DSL and toolkit for aggregate programming
R Casadei, M Viroli, G Aguzzi, D Pianini
SoftwareX 20, 101248, 2022
362022
Towards reinforcement learning-based aggregate computing
G Aguzzi, R Casadei, M Viroli
International Conference on Coordination Languages and Models, 72-91, 2022
242022
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
162023
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
162022
Machine learning for aggregate computing: a research roadmap
G Aguzzi, R Casadei, M Viroli
2022 IEEE 42nd International Conference on Distributed Computing Systems …, 2022
152022
Dynamic decentralization domains for the internet of things
G Aguzzi, R Casadei, D Pianini, M Viroli
IEEE Internet Computing 26 (6), 16-23, 2022
142022
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
142021
ScaFi-Web: A Web-Based Application for Field-Based Coordination Programming
G Aguzzi, R Casadei, N Maltoni, D Pianini, M Viroli
International Conference on Coordination Languages and Models, 285-299, 2021
122021
A programming approach to collective autonomy
R Casadei, G Aguzzi, M Viroli
Journal of Sensor and Actuator Networks 10 (2), 27, 2021
122021
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
112023
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
92023
Research directions for aggregate computing with machine learning
G Aguzzi
2021 IEEE International Conference on Autonomic Computing and Self …, 2021
82021
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
72021
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
62023
ScaFi: A Scala DSL and Toolkit for Aggregate Programming. SoftwareX 20 (2022), 101248
R Casadei, M Viroli, G Aguzzi, D Pianini
52022
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
42023
Scarlib: Towards a hybrid toolchain for aggregate computing and many-agent reinforcement learning
D Domini, F Cavallari, G Aguzzi, M Viroli
Science of Computer Programming 238, 103176, 2024
32024
Decentralized multi-drone coordination for wildlife video acquisition
D Grushchak, J Kline, D Pianini, N Farabegoli, G Aguzzi, M Baiardi, ...
2024 IEEE International Conference on Autonomic Computing and Self …, 2024
32024
Proximity-based self-federated learning
D Domini, G Aguzzi, N Farabegoli, M Viroli, L Esterle
2024 IEEE International Conference on Autonomic Computing and Self …, 2024
32024
Towards intelligent pulverized systems: a modern approach for edge-cloud services
D Domini, N Farabegoli, G Aguzzi, M Viroli, M Alderighi, M Baldoni, ...
Proceedings of the 25th Workshop “From Objects to Agents”, Bard (Aosta …, 2024
32024
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