Value-Aware Multiagent Systems
Artificial Intelligence
2025-12-16 v1 Multiagent Systems
Abstract
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.
Cite
@article{arxiv.2512.12652,
title = {Value-Aware Multiagent Systems},
author = {Nardine Osman},
journal= {arXiv preprint arXiv:2512.12652},
year = {2025}
}