Artificial collective intelligence engineering: a survey of concepts and perspectives

R Casadei - Artificial Life, 2023 - ieeexplore.ieee.org
Collectiveness is an important property of many systems—both natural and artificial. By
exploiting a large number of individuals, it is often possible to produce effects that go far …

[HTML][HTML] ScaFi: A Scala DSL and toolkit for aggregate programming

R Casadei, M Viroli, G Aguzzi, D Pianini - SoftwareX, 2022 - Elsevier
Supported by current socio-scientific trends, programming the global behaviour of whole
computational collectives makes for great opportunities, but also significant challenges …

Towards reinforcement learning-based aggregate computing

G Aguzzi, R Casadei, M Viroli - International Conference on Coordination …, 2022 - Springer
Recent trends in pervasive computing promote the vision of Collective Adaptive Systems
(CASs): large-scale collections of relatively simple agents that act and coordinate with no …

On the dynamic evolution of distributed computational aggregates

G Audrito, R Casadei, G Torta - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Engineering and programming approaches for collective adaptive systems often leverage
ensemble-like abstractions to characterise a subset of devices as a domain for a given task …

[HTML][HTML] A general framework and decentralised algorithms for collective computational processes

G Audrito, R Casadei, G Torta - Future Generation Computer Systems, 2024 - Elsevier
Recent research on collective adaptive systems and macro-programming has shown the
importance of programming abstractions for expressing the self-organising behaviour of …

Gamified and self-adaptive applications for the common good: Research challenges ahead

A Bucchiarone, A Cicchetti, N Bencomo… - … for Adaptive and …, 2021 - ieeexplore.ieee.org
Motivational digital systems offer capabilities to engage and motivate end-users to foster
behavioral changes towards a common goal. In general these systems use gamification …

A programming approach to collective autonomy

R Casadei, G Aguzzi, M Viroli - Journal of Sensor and Actuator Networks, 2021 - mdpi.com
Research and technology developments on autonomous agents and autonomic computing
promote a vision of artificial systems that are able to resiliently manage themselves and …

Engineering ethical-aware collective adaptive systems

M De Sanctis, P Inverardi - … on Leveraging Applications of Formal Methods, 2024 - Springer
Modern digital systems are increasingly pervasive and autonomous, also due to the
widespread use of AI technologies. They concur to create socio-technical systems …

Modelling Groups of Humans: Towards Crowd Digital Twins

R Casadei, G Delnevo, R Girau… - 2024 IEEE Symposium …, 2024 - ieeexplore.ieee.org
The term Digital Twin (DT) refers to an emerging concept and technology extending the
value of physical assets through the services supported by a bidirectional connection with …

Simulation-Based Engineering of Heterogeneous Collaborative Systems—A Novel Conceptual Framework

A Perišić, I Perišić, B Perišić - Sustainability, 2023 - mdpi.com
We discuss the collaboration support of loosely coupled Smart Systems through
configurable hyper-frameworks. Based on the system-of-systems (SoS) paradigm, in this …