Modeling and shadowing paraconsistent BDI agents

ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE(2023)

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摘要
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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关键词
Beliefs-Desires-Intentions models,Paraconsistent reasoning,Doxastic reasoning,Shadowing,Reasoning by querying
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