Formal specification of beliefs in multi-agent systems

Citation
M. Benerecetti et al., Formal specification of beliefs in multi-agent systems, INT J INTEL, 14(10), 1999, pp. 1021-1040
Citations number
30
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
ISSN journal
08848173 → ACNP
Volume
14
Issue
10
Year of publication
1999
Pages
1021 - 1040
Database
ISI
SICI code
0884-8173(199910)14:10<1021:FSOBIM>2.0.ZU;2-H
Abstract
The goal of this paper is to present a logical framework for the formalizat ion of agents' mutual beliefs in a Multi Agent system. The approach is base d on a combination of extensional specifications of beliefs and context-bas ed (finite) presentation of the specifications by employing a particular cl ass of Multi Context systems. The extensional specification provides a set- theoretic characterization of beliefs in terms of sets closed under certain conditions. Its finite presentation is provided by using as constructors i nference rules inside a Multi Context system. The resulting framework allow s for capturing many relevant cases of real (not omniscient) agents, which are very common in Multi Agent scenarios embedded in real world environment s. In order to substantiate this claim, two Multi Agent scenarios are forma lly specified in detail in the specification framework. (C) 1999 John Wiley & Sons, Inc.