Value-Aware Multiagent Systems
Fuente:
arXiv
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| Autore principale: | |
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| Natura: | Preprint |
| Pubblicazione: |
2025
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| Soggetti: | |
| Accesso online: | |
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| _version_ | 1866908713353216000 |
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| author | Osman, Nardine |
| author_facet | Osman, Nardine |
| contents | This paper introduces the concept of value awareness in AI, which goes beyond the traditional value-alignment problem. Our definition of value awareness presents us with a concise and simplified roadmap for engineering value-aware AI. The roadmap is structured around three core pillars: (1) learning and representing human values using formal semantics, (2) ensuring the value alignment of both individual agents and multiagent systems, and (3) providing value-based explainability on behaviour. The paper presents a selection of our ongoing work on some of these topics, along with applications to real-life domains. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2512_12652 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Value-Aware Multiagent Systems Osman, Nardine Artificial Intelligence Multiagent Systems 68T01 I.2.0 This paper introduces the concept of value awareness in AI, which goes beyond the traditional value-alignment problem. Our definition of value awareness presents us with a concise and simplified roadmap for engineering value-aware AI. The roadmap is structured around three core pillars: (1) learning and representing human values using formal semantics, (2) ensuring the value alignment of both individual agents and multiagent systems, and (3) providing value-based explainability on behaviour. The paper presents a selection of our ongoing work on some of these topics, along with applications to real-life domains. |
| title | Value-Aware Multiagent Systems |
| topic | Artificial Intelligence Multiagent Systems 68T01 I.2.0 |
| url | https://arxiv.org/abs/2512.12652 |