Foundational Issues in Artificial Intelligence and Cognitive Science: Impasse and Solution
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Foundational Issues in Artificial Intelligence and Cognitive Science: Impasse and Solution

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ISBN-13:
9780444825209
Einband:
Taschenbuch
Erscheinungsdatum:
01.10.1996
Seiten:
384
Autor:
M. H. Bickhard
Gewicht:
558 g
Format:
234x156x21 mm
Serie:
109, Advances in Psychology
Sprache:
Englisch
Beschreibung:

Encodings certainly exist, but encodingism is at root logically incoherent. This book focuses on a conceptual flaw in contemporary artificial intelligence and cognitive science. It explores the impasse and its consequences - and steps away from that impasse - in a number of projects and approaches.
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.
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 asdistortions and failures of multiple research projects - and make impossible the ultimate aspirations of the fields.