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<図書>
Made-up minds : a constructivist approach to artificial intelligence

責任表示 Gary L. Drescher
シリーズ The MIT Press series in artificial intelligence
データ種別 図書
出版情報 Cambridge, Mass. : MIT Press , c1991
大きさ [xv], 220 p ; 24 cm
概要 Made-Up Minds addresses fundamental questions of learning and concept invention by means of an innovative computer program that is based on the cognitive-developmental theory of psychologist Jean Piag...t. Drescher uses Piaget's theory as a source of inspiration for the design of an artificial cognitive system called the schema mechanism, and then uses the system to elaborate and test Piaget's theory. The approach is original enough that readers need not have extensive knowledge of artificial intelligence, and a chapter summarizing Piaget assists readers who lack a background in developmental psychology. The schema mechanism learns from its experiences, expressing discoveries in its existing representational vocabulary, and extending that vocabulary with new concepts. A novel empirical learning technique, marginal attribution, can find results of an action that are obscure because each occurs rarely in general, although reliably under certain conditions. Drescher shows that several early milestones in the Piagetian infant's invention of the concept of persistent object can be replicated by the schema mechanism. Gary L. Drescher is a Scientist with Thinking Machines Corporation. 続きを見る

所蔵情報



理系図 自動書庫 007.1/D 91 1991
068252191009213

書誌詳細

一般注記 Outgrowth of the author's thesis (Ph. D.--Massachusetts Institute of Technology)
Includes bibliographical references (p. [215]-218) and index
著者標目 *Drescher, Gary L.
件 名 LCSH:Artificial intelligence
LCSH:Schematism (Philosophy)
LCSH:Human information processing
LCSH:Concept learning
LCSH:Piaget, Jean, 1896-
分 類 LCC:Q335
DC20:006.3
NDC8:007.1
書誌ID 1001149323
ISBN 0262041200
NCID BA12939529
巻冊次 ISBN:0262041200
登録日 2009.09.17
更新日 2009.09.17