Soar

Soar : Cognitive Architecture in Perspective - A Tribute to Allen Newell

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Description

"Soar: A Cognitive Architecture in Perspective" represents a European perspective on Soar with the exception of the special contribution from Allen Newell arguing for Unified Theories of Cognition. The various papers derive from the work of the Soar Research Group that has been active at the University of Groningen, The Netherlands, since 1987. The work reported here has been inspired in particular by two topics that precipitated the group's interest in Soar in the first place: - road user behaviour and the temporal organization of behaviour, more specifically planning. At the same time, the various contributions go beyond the simple use of Soar as a convenient medium for modelling human cognitive activity. In every paper one or more fundamental issues are raised that touch upon the very nature and consistency of Soar as an intelligent architecture. As a result the reader will learn about the operator implementation problem, chunking, multitasking, the need to constrain the depth of the goal stack, and induction etc. Soar is still at a relatively early stage of development.
It does, nevertheless, constitute an important breakthrough in the area of computer architectures for general intelligence. Soar shows one important direction that future efforts to build intelligent systems should take if they aim for a comprehensive, and psychologically meaningful, theory of cognition. This is argued by Newell in his contribution to this volume. For this reason, the Soar system will probably play an important integrative role within cognitive science in bringing together important subdomains of psychology, computer science, linguistics, and the neurosciences. Although Soar is not the only "architecture for intelligence", it is one of the most advanced and theoretically best motivated architectures presently available. This work should be of special interest to researchers in the domains of cognitive science, computer science and artificial intelligence, cognitive psychology, and the philosophy of mind.
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Product details

  • Hardback | 260 pages
  • 152 x 230mm | 539.96g
  • Dordrecht, Netherlands, United States
  • English
  • indices
  • 0792316606
  • 9780792316602

Table of contents

Allen Newell, a portrait, A. Michon, A. Akyurek; Unified theories of cognition and the role of Soar, J.A. Michon; On a computational model of human planning, A. Newell; Means-ends planning - an example soar system, A. Akyurek; Multitasking in driving, A.Akyurek; flattening goal hierarchies, J. Aasman, J.A. Michon; Knowledge level and inductive uses of chunking (EBL), J. Aasman, A. Akyurek; Basic references for Soar, P.S. Rosenbloom, J. Aasman.
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