Model checking degrees of belief in a system of agents

Conference paper

Primiero, G., Raimondi, F. and Rungta, N. 2014. Model checking degrees of belief in a system of agents. AAMAS 2014: 13th International Conference on Autonomous Agents and Multiagent Systems. Paris, France 05 - 09 May 2014 International Foundation for Autonomous Agents and Multiagent Systems. pp. 133-140
TypeConference paper
TitleModel checking degrees of belief in a system of agents
AuthorsPrimiero, G., Raimondi, F. and Rungta, N.
Abstract

In this paper we present a unified framework to model and verify degrees of belief in a system of agents. In particular, we describe an extension of the temporal-epistemic logic CTLK and we introduce a semantics based on interpreted systems for this extension. In this way, degrees of beliefs do not need to be provided externally, but can be derived automatically from the possible executions of the system,thereby providing a computationally grounded formalism.We leverage the semantics to (a) construct a model checking algorithm, (b) investigate its complexity, (c) provide a Java implementation of the model checking algorithm, and(d) evaluate our approach using the standard benchmark of the dining cryptographers. Finally, we provide a detailed case study: using our framework and our implementation,we assess and verify the situational awareness of the pilot of Air France 447 flying in off-nominal conditions.

Research GroupFoundations of Computing group
ConferenceAAMAS 2014: 13th International Conference on Autonomous Agents and Multiagent Systems
Page range133-140
ISBN
Hardcover9781450327381
PublisherInternational Foundation for Autonomous Agents and Multiagent Systems
Publication dates
Print05 May 2014
Publication process dates
Deposited23 Apr 2015
Output statusPublished
Publisher's version
File Access Level
Open
Copyright Statement

Copyright © 2014, International Foundation for Autonomous Agents and Multiagent Systems (http://www.ifaamas.org/). Permission granted on 09/02/2016, by the IFAAMAS to include the full text of the published version in the Middlesex University Research Repository

Additional information

AAMAS Conference Proceedings can also be accessed via the ACM Digital Library https://dl.acm.org/doi/proceedings/10.5555/2615731

Web address (URL)https://www.ifaamas.org/proceedings.html
LanguageEnglish
Book titleAAMAS '14: Proceedings of the 2014 international conference on Autonomous agents and multi-agent systems
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