Multi-Paradigm Integration for the BDI Resurgence

At the beginning of the millennium, scenarios typical of autonomic and self-organizing systems seemed to be better tackled with techniques designed for multi-agent systems, among them, Belief-Desire-Intention cognitive model was considered particularly promising. As the years went by, however, interest decreased in the community of self-<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">*</sup> systems for the Belief-Desire-Intention (BDI) approach despite new proposals still sharing a strong resemblance with the defining features of BDI agents. In this position paper, we investigate the reasons behind this trend, suggesting that, rather than being a sign of the inadequacy of Belief-Desire-Intention, it might be a sign of the inadequacy of tools and frameworks available to support them.

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Publication Details

Published
2024-09-16
DOI
https://doi.org/10.1109/acsos-c63493.2024.00025
Primary Topic
Multi-Agent Systems and Negotiation
Type
article
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article

Multi-Paradigm Integration for the BDI Resurgence

Samuele Burattini, Giovanni Ciatto, Danilo Pianini, Martina Baiardi
Multi-Agent Systems and Negotiation
article

Multi-Paradigm Integration for the BDI Resurgence

Samuele Burattini, Giovanni Ciatto, Danilo Pianini, Martina Baiardi
article en

Abstract

At the beginning of the millennium, scenarios typical of autonomic and self-organizing systems seemed to be better tackled with techniques designed for multi-agent systems, among them, Belief-Desire-Intention cognitive model was considered particularly promising. As the years went by, however, interest decreased in the community of self-<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">*</sup> systems for the Belief-Desire-Intention (BDI) approach despite new proposals still sharing a strong resemblance with the defining features of BDI agents. In this position paper, we investigate the reasons behind this trend, suggesting that, rather than being a sign of the inadequacy of Belief-Desire-Intention, it might be a sign of the inadequacy of tools and frameworks available to support them.

University of Bologna (IT)
Openalex Percentile: Top 80%
Multi-Agent Systems and Negotiation
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