loading
Papers

Research.Publish.Connect.

Paper

Paper Unlock

Authors: João Gluz and Patricia Jaques

Affiliation: UNISINOS, Brazil

ISBN: 978-989-758-015-4

Keyword(s): BDI, Emotions, Appraisal, OCC.

Related Ontology Subjects/Areas/Topics: Agent Models and Architectures ; Agents ; Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Bayesian Networks ; Cognitive Systems ; Computational Intelligence ; Enterprise Information Systems ; Evolutionary Computing ; Knowledge Representation and Reasoning ; Soft Computing ; Symbolic Systems

Abstract: A very well known reasoning model in Artificial Intelligence is the BDI (Belief-Desire-Intention). A BDI agent should be able to choose the more rational action to be done with bounded resources and incomplete knowledge in an acceptable time. Although humans need emotions in order to make immediate decisions with incomplete information, traditional BDI models do not take into account affective states of the agent. In this paper we present an implementation of the appraisal process of emotions in BDI agents using a BDI language that integrates logic and probabilistic reasoning. Specifically, we implement the event-generated emotions with consequences for self based on the OCC cognitive psychological theory of emotions. We also present an illustrative scenario and its implementation. One original aspect of this work is that we implement the emotions intensity using a probabilistic extension of a BDI language. This intensity is defined by the desirability central value, as pointed by the OCC model. In this way, our implementation of an emotional BDI allows to differentiate between emotions and affective reactions. This is an important aspect because emotions tend to generate stronger response. Besides, the intensity of the emotion also determines the intensity of an individual reaction. (More)

PDF ImageFull Text

Download
CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.233.226.151

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Gluz, J. and Jaques, P. (2014). A Probabilistic Implementation of Emotional BDI Agents.In Proceedings of the 6th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, ISBN 978-989-758-015-4, pages 121-129. DOI: 10.5220/0004815501210129

@conference{icaart14,
author={João Gluz. and Patricia Jaques.},
title={A Probabilistic Implementation of Emotional BDI Agents},
booktitle={Proceedings of the 6th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,},
year={2014},
pages={121-129},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004815501210129},
isbn={978-989-758-015-4},
}

TY - CONF

JO - Proceedings of the 6th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,
TI - A Probabilistic Implementation of Emotional BDI Agents
SN - 978-989-758-015-4
AU - Gluz, J.
AU - Jaques, P.
PY - 2014
SP - 121
EP - 129
DO - 10.5220/0004815501210129

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.