Gianluca Aguzzi

University of Bologna, Azienda-Unita' Sanitaria Locale Di Cesena

Papers

15

Total Citations

79

H-Index

6

About

No biography available yet.

Research Focus

Computer science14 · 77 citations
Artificial intelligence11 · 69 citations
Distributed computing8 · 58 citations
Field (mathematics)4 · 38 citations
Swarm robotics4 · 34 citations
Swarm behaviour4 · 30 citations
Human–computer interaction5 · 28 citations
Swarm intelligence2 · 26 citations
Machine learning2 · 26 citations
Particle swarm optimization2 · 26 citations
Computation2 · 26 citations
Algorithm2 · 26 citations

Key Achievements

6
H-Index
15
Papers
79
Total Citations
5
Avg Citations/Paper
🏆 Most Cited Paper
A field-based computing approach to sensing-driven clustering in robot swarms
14 citations · 2022
📈 Most Prolific Year: 2025 (5 Papers)
🤝 Key Collaborators: 18
🏛 Institutions: University of Bologna, Azienda-Unita' Sanitaria Locale Di Cesena

Top Papers

  1. 1
    A field-based computing approach to sensing-driven clustering in robot swarms
    14 citations · 2022
  2. 2
    MacroSwarm: A Field-Based Compositional Framework for Swarm Programming
    12 citations · 2023
  3. 3
    Field-informed Reinforcement Learning of Collective Tasks with Graph Neural Networks
    10 citations · 2023
  4. 4
    A Programming Approach to Collective Autonomy
    9 citations · 2021
  5. 5
    Self-Organisation Programming: A Functional Reactive Macro Approach
    8 citations · 2023
  6. 6
    Programming (and Learning) Self-Adaptive & Self-Organising Behaviour with ScaFi: for Swarms, Edge-Cloud Ecosystems, and More
    6 citations · 2023
  7. 7
    Towards Pulverised Architectures for Collective Adaptive Systems through Multi-Tier Programming
    4 citations · 2021
  8. 8
    Neighbor-Based Decentralized Training Strategies for Multi-Agent Reinforcement Learning
    3 citations · 2025
  9. 9
    Scaling Swarm Coordination with GNNs—How Far Can We Go?
    2 citations · 2025
  10. 10
    Software Engineering for Collective Cyber-Physical Ecosystems
    2 citations · 2025

Key Collaborators

MVMirko Viroli14 shared papersRCRoberto Casadei10 shared papersDPDanilo Pianini6 shared papersDDDavide Domini4 shared papersGAGiorgio Audrito3 shared papersFDFerruccio Damiani3 shared papersGTGianluca Torta3 shared papersGSGiordano Scarso2 shared papersDPDanilo Pianini1 shared papersLELukas Esterle1 shared papersGSGuido Salvaneschi1 shared papersACAngela Cortecchia1 shared papersFVFilippo Venturini1 shared papersFDFrancesco Dente1 shared papersCSClaudio Savaglio1 shared papersLBLorenzo Bacchini1 shared papersNFNicolas Farabegoli1 shared papersNMNicolò Malucelli1 shared papers
Not generated yet