Modeling and shadowing paraconsistent BDI agents
The Bdi model of rational agency has been studied for over three decades. Many robust multiagent systems have been developed, and a number of Bdi logics have been studied. Following this intensive development phase, the importance of integrating Bdi models with inconsistency handling and revision th...
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Veröffentlicht in: | Annals of mathematics and artificial intelligence 2024-08, Vol.92 (4), p.855-876 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | The
Bdi
model of rational agency has been studied for over three decades. Many robust multiagent systems have been developed, and a number of
Bdi
logics have been studied. Following this intensive development phase, the importance of integrating
Bdi
models with inconsistency handling and revision theory have been emphasized. There is also a demand for a tighter connection between
Bdi
-based implementations and
Bdi
logics. In this paper, we address these postulates by introducing a novel, paraconsistent logical
Bdi
model close to implementation, with building blocks that can be represented as
Sql
/rule-based databases. Importantly, tractability is achieved by reasoning as querying. This stands in a sharp contrast to the high complexity of known
Bdi
logics. We also extend belief shadowing, a shallow and lightweight alternative to deep and computationally demanding belief revision, to encompass agents’ motivational attitudes. |
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ISSN: | 1012-2443 1573-7470 1573-7470 |
DOI: | 10.1007/s10472-023-09902-w |