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| FOUNDATIONAL ISSUES IN ARTIFICIAL INTELLIGENCE AND COGNITIVE SCIENCE
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Impasse and Solution
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By
M.H. Bickhard, Lehigh University, Department of Psychology, Bethlehem, PA, USA
L. Terveen, AT&T Bell Laboratories, Human-Computer Interface Research, Murray Hill, NJ, USA
Included in series
Advances in Psychology, 109
Description
The book focuses on a conceptual flaw in contemporary artificial intelligence and cognitive science. Many people have discovered diverse
manifestations and facets of this flaw, but the central conceptual impasse is at best only partially perceived. Its consequences, nevertheless,
visit themselves as
distortions and failures of multiple research projects - and make impossible the ultimate aspirations of the fields.
The
impasse concerns a presupposition concerning the nature of representation - that all representation has the nature of encodings: encodingism.
Encodings certainly exist, but
encodingism is at root logically incoherent; any programmatic research predicted on
it is doomed too distortion and ultimate failure.
The impasse and its consequences - and steps away from that impasse - are explored
in a large number of projects and approaches. These include SOAR, CYC, PDP, situated cognition, subsumption architecture robotics, and
the frame problems - a general survey of the current research in AI and Cognitive Science emerges.
Interactivism, an alternative model
of representation, is proposed and examined.
Contents
I GENERAL CRITIQUE.
1. Programmatic Arguments. 2. The Problem of Representation. 3. Consequences of Encodingism. 4. Responses
to the Problems of Encodings. 5. Current Criticisms of AI and Cognitive Science. 6. General Consequences of the Encodingism Impasse.
II INTERACTIVISM: AN ALTERNATIVE TO ENCODINGISM.
7. The Interactive Model. 8. Implications for Foundational Mathematics.
III ENCODINGISM: ASSUMPTIONS AND CONSEQUENCES.
9. Representation: Issues within Encodingism. 10. Representation: Issues
about Encodingism. 11. Language. 12. Learning. 13. Connectionism.
IV SOME NOVEL ARCHITECTURES.
14. Interactivism and
Connectionism. 15. Foundations of an Interactivist Architecture.
V CONCLUSIONS.
16. Transcending the Impasse. References.
Index.
| Bibliographic details |
Paperback, 0 pages, publication date: OCT-1996
ISBN-13: 978-0-444-82520-9
ISBN-10: 0-444-82520-7
Imprint: NORTH-HOLLAND
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| Price and Ordering |
Price:
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EUR 95.95
GBP 81
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Last update: 22 Sep 2009
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