Engineering emotionally intelligent agents

Baillie, Penny and Toleman, Mark and Lukose, Dickson (2003) Engineering emotionally intelligent agents. In: Intelligent agent software engineering. IGI Publishing (IGI Global), Hershey, PA. United States, pp. 99-117. ISBN 1-59140-046-5

Abstract

Interacting with intelligence in an ever-changing environment calls for exceptional performances from artificial beings. One mechanism explored to produce intuitive-like behavior in artificial intelligence applications is emotion. This chapter examines the engineering of a mechanism that synthesizes and processes an artificial agent's internal emotional states: the Affective Space. Through use of the affective space, an agent can predict the effect certain behaviors will have on its emotional state and, in turn, decide how to behave. Furthermore, an agent can use the emotions produced from its behavior to update its beliefs about particular entities and events. This chapter explores the psychological theory used to structure the affective space, the way in which the strength of emotional states can be diminished over time, how emotions influence an agent's perception, and the way in which an agent can migrate from one emotional state to another.


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Item Type: Book Chapter (Commonwealth Reporting Category B)
Refereed: Yes
Item Status: Live Archive
Additional Information: Permanent restricted access to chapter due to publisher's copyright restrictions. Print copy held in USQ Library at call no. 006.3 Ple.
Depositing User: Mrs Rae Jones
Faculty / Department / School: Historic - Faculty of Sciences - Department of Maths and Computing
Date Deposited: 12 May 2009 02:31
Last Modified: 30 Aug 2013 01:36
Uncontrolled Keywords: artificial agents; emotions; emotional state; affective space
Fields of Research (FOR2008): 17 Psychology and Cognitive Sciences > 1701 Psychology > 170112 Sensory Processes, Perception and Performance
08 Information and Computing Sciences > 0801 Artificial Intelligence and Image Processing > 080110 Simulation and Modelling
08 Information and Computing Sciences > 0801 Artificial Intelligence and Image Processing > 080101 Adaptive Agents and Intelligent Robotics
Socio-Economic Objective (SEO2008): B Economic Development > 89 Information and Communication Services > 8902 Computer Software and Services > 890201 Application Software Packages (excl. Computer Games)
URI: http://eprints.usq.edu.au/id/eprint/5214

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