Andrea Omicini – författare
Future of Digital Democracy
An Interdisciplinary Approach
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Explainable and Transparent AI and Multi-Agent Systems
5th International Workshop, EXTRAAMAS 2023, London, UK, May 29, 2023, Revised Selected Papers
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The 15 full papers presented together with 1 short paper were carefully reviewed and selected from 26 submissions. The workshop focuses on Explainable Agents and multi-agent systems; Explainable Machine Learning; and Cross-domain applied XAI.
Explainable and Transparent AI and Multi-Agent Systems
6th International Workshop, EXTRAAMAS 2024, Auckland, New Zealand, May 6–10, 2024, Revised Selected Papers
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This volume constitutes the papers of several workshops which were held in conjunction with the 6th International Workshop on Explainable and Transparent AI and Multi-Agent Systems, EXTRAAMAS 2024, in Auckland, New Zealand, during May 6–10, 2024.
The 13 full papers presented in this book were carefully reviewed and selected from 25 submissions. The papers are organized in the following topical sections: User-centric XAI; XAI and Reinforcement Learning; Neuro-symbolic AI and Explainable Machine Learning; and XAI & Ethics.
Multi-Agent Systems
21st European Conference, EUMAS 2024, Dublin, Ireland, August 26–28, 2024, Proceedings
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This book constitutes the refereed proceedings of the 21st European Conference on Multi-Agent Systems, EUMAS 2024, which took place in Dublin, Ireland, on August 26, 2024.
The 24 full papers and 1 short paper included in this book were carefully reviewed and selected from 36 submissions. They were organized in topical sections as follows: Multi-Agent Based Simulation; Multi-Agent Learning; Knowledge Representation, Reasoning and Planning; Human-Agent Interaction; Coordination, Organisations, Institutions, Norms andEthics; and Engineering Multi-Agent Systems.
Explainable, Trustworthy, and Responsible AI and Multi-Agent Systems
7th International Workshop, EXTRAAMAS 2025, Detroit, MI, USA, May 19–20, 2025, Revised Selected Papers
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Agents Journey
Twenty-Five Years of Multi-agent Systems
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A network is a mathematical object consisting of a set of points that are connected to each other in some fashion by lines. It turns out this simple description corresponds to a bewildering array of systems in the real world, ranging from technological ones such as the Internet and World Wide Web, biological networks such as that of connections of the nervous systems, food webs or protein interactions, infrastructural systems such as networks of roads, airports or the power-grid, to patterns of social and professional relationships such as friendship, sex partners, network of Hollywood actors, co-authorship networks and many more.
Recent years have witnessed a substantial amount of interest within the scientific community in the properties of these networks. The emergence of the internet in particular, coupled with the widespread availability of inexpensive computing resources has facilitated studies ranging from large scale empirical analysis of networks in the real world, to the development of theoretical models and tools to explore the various properties of these systems. The study of networks is broadly interdisciplinary and central developments have occurred in many fields, including mathematics, physics, computer and information sciences, biology and the social sciences.
This book brings together a collection of cutting-edge research in the field from a diverse array of researchers ranging from physicists to social scientists and presents them in a coherent fashion, highlighting the strong interconnections between the different areas. Topics included are social networks and social media, opinion and innovation diffusion, biological and health-related networks, language networks, as well as network theory, community detection, or growth models for Complex Networks.
PRIMA 2015: Principles and Practice of Multi-Agent Systems
18th International Conference, Bertinoro, Italy, October 26-30, 2015, Proceedings
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This book constitutes the proceedings of the 18thInternational Conference on Principles and Practice of Multi-Agent Systems,PRIMA 2015, held in Bertinoro, Italy, in October 2015.
The 29 full papers and 24 short papers presented in thisvolume were carefully reviewed and selected from 94 submissions. The conferencebrings together active researchers, developers and practitioners from bothacademia and industry to showcase, share and promote research in severaldomains, ranging from foundations of agent theory and engineering aspects ofagent systems, to emerging interdisciplinary areas of agent-based research.
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Nowadays, engineering large-scale software systems means dealing with complex systems composed of pervasive software components that move around and adapt to nondeterministic and open environments, like the Internet, in order to achieve systems design goals through the coordination of autonomously distributed services. The agent metaphor, in particular software agents and multi-agent systems (MAS), constitutes a promising approach for covering most of the software development life cycle, from conceptual modeling and requirements specification to architectural definition, design, and implementation.
This book presents 17 carefully reviewed papers arranged in order to provide a coherent survey of how to exploit agent properties and MAS issues in today''s software systems. The book offers the following topical sections:
- software engineering foundations
- requirements engineering and software architecture
- coordination and mobility
- reuse
-dependability
-empirical studies and applications