Gianluca Aguzzi

Claudio Savaglio

Proceedings of the 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2024

Field-Based Coordination for Federated Learning.

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[DOI]

Proceedings of the Coordination Models and Languages, 2024

ScaFi-Blocks: A Visual Aggregate Programming Environment for Low-Code Swarm Design.

[BibT_eX]

[DOI]

Proceedings of the Coordination Models and Languages, 2024

Decentralized Multi-Drone Coordination for Wildlife Video Acquisition.

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[DOI]

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2024

Proximity-based Self-Federated Learning.

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[DOI]

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2024

2023

A field-based computing approach to sensing-driven clustering in robot swarms.

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[DOI]

Swarm Intell., June, 2023

ScaRLib: A Framework for Cooperative Many Agent Deep Reinforcement Learning in Scala.

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[DOI]

Proceedings of the Coordination Models and Languages, 2023

MacroSwarm: A Field-Based Compositional Framework for Swarm Programming.

[BibT_eX]

[DOI]

Proceedings of the Coordination Models and Languages, 2023

Programming (and Learning) Self-Adaptive & Self-Organising Behaviour with ScaFi: for Swarms, Edge-Cloud Ecosystems, and More.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2023

Self-Organisation Programming: A Functional Reactive Macro Approach.

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[DOI]

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2023

Field-informed Reinforcement Learning of Collective Tasks with Graph Neural Networks.

[BibT_eX]

[DOI]

Lukas Esterle

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2023

2022

ScaFi: A Scala DSL and Toolkit for Aggregate Programming.

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[DOI]

SoftwareX, December, 2022

Dynamic decentralization domains for the Internet of Things - Simulation Repository.

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[DOI]

Dataset, April, 2022

Dynamic Decentralization Domains for the Internet of Things.

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[DOI]

IEEE Internet Comput., 2022

Machine Learning for Aggregate Computing: a Research Roadmap.

[BibT_eX]

[DOI]

Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

Towards Automated Engineering for Collective Adaptive Systems: Vision and Research Directions.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intl. Conf. on Dependable, 2022

Towards Reinforcement Learning-based Aggregate Computing.

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[DOI]

Proceedings of the Coordination Models and Languages, 2022

Addressing Collective Computations Efficiency: Towards a Platform-level Reinforcement Learning Approach.

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[DOI]

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2022

2021

A Programming Approach to Collective Autonomy.

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[DOI]

J. Sens. Actuator Networks, 2021

Encouraging users in waste sorting using deep neural networks and gamification.

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[DOI]

Proceedings of the GoodIT '21: Conference on Information Technology for Social Good, 2021

ScaFi-Web: A Web-Based Application for Field-Based Coordination Programming.

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[DOI]

Proceedings of the Coordination Models and Languages, 2021

Towards Pulverised Architectures for Collective Adaptive Systems through Multi-Tier Programming.

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[DOI]

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2021

Research directions for Aggregate Computing with Machine Learning.

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[DOI]