NDLI: Beyond Reactive Systems: An Associative Memory for Sensory-Driven Intelligent Behavior

Content Provider	IEEE Xplore Digital Library
Author	Panzoli, D. Luga, H. Duthen, Y.
Copyright Year	2009
Abstract	Searching to reproduce intelligence by the mean of modelling cognitive abilities has been a trend of artificial intelligence research for over fifty years. With respect to this, the relatively limited advances of this last decade suggest that new areas of consideration need to be investigated. In particular, nouvelle AI, which originates from a more ecological approach, claims a critical part for solving issues around embodiment. In this paper, we hypothesise that intelligent behaviour can be obtained without the need for cognitive modelling. Towards exploring this, we propose a model for a connectionist controller where an associative memory is used to enhance the adaptation of an autonomous agent operating in a complex environment. Initial experiments yield promising results, and we have found that simple agents show intelligent behaviour.
Starting Page	63
Ending Page	70
File Size	1550518
Page Count	8
File Format	PDF
ISBN	9781424448647
DOI	10.1109/CW.2009.50
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-09-07
Publisher Place	United Kingdom
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Associative memory Intelligent sensors Artificial intelligence Biological system modeling Cognition Machine intelligence Intelligent agent Animation Humans Speech synthesis
Content Type	Text
Resource Type	Article

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