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Adaptive Behavior in Autonomous Agents
University of Skövde, School of Humanities and Informatics.
1998 (English)Report (Other academic)
Abstract [en]

This paper gives an overview of the bottom-up approach to artificial intelligence (AI), commonly referred to as behavior-oriented AI. The behavior-oriented approach, with its focus on the interaction between autonomous agents and their environments, is introduced by contrasting it with the traditional approach of knowledge-based AI. Different notions of autonomy are discussed, and key problems of generating adaptive and complex behavior are identified. A number of techniques for the generation of behavior are introduced and evaluated regarding their potential for realizing different aspects of autonomy as well as adaptivity and complexity of behavior. It is concluded that in order to realize truly autonomous and intelligent agents, the behavior-oriented approach will have to focus even more on life-like qualities in both agents and environments.

Abstract [en]

Annotation: Presence - Teleoperators and Virtual Environments, 7(6), 564-587, special issue on Autonomous Agents, December 1998.

Place, publisher, year, edition, pages
Skövde: Institutionen för kommunikation och information , 1998. , 24 p.
Series
IKI Technical Reports, HS-IDA-TR-98-004
Keyword [en]
Adaptive behavior, autonomous agents, behavior-oriented AI
National Category
Information Science
Identifiers
URN: urn:nbn:se:his:diva-1231OAI: oai:DiVA.org:his-1231DiVA: diva2:2364
Available from: 2008-06-17 Created: 2008-06-17 Last updated: 2010-03-24

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  • apa
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