Systems that learn: an introduction to learning theory
Gespeichert in:
Bibliographische Detailangaben
Format: Elektronisch E-Book
Sprache:English
Veröffentlicht: Cambridge, Mass. MIT Press ©1999
Ausgabe:2nd ed
Schriftenreihe:Learning, development, and conceptual change
Schlagworte:
Online-Zugang:FAW01
FAW02
Volltext
Beschreibung:"A Bradford book."
Includes bibliographical references (pages 289-302) and indexes
Empirical inquiry -- - Paradigms -- - Some simple paradigms -- - Formalities -- - Identification -- - Languages as theoretically possible realities -- - Language identification: Hypotheses, data -- - Language identification: Scientists -- - Language identification: Scientific success -- - Identification as a limiting process -- - Characterization of identifiable -- - Some alternative paradigms -- - Memory-limited scientists -- - Second paradigm: Identification of functions -- - Characterization of identifiable -- - Exercises -- - Identification by Computable Scientists -- - Language identification by computable scientist -- - Function identification by computable scientist -- - Parameterized scientists -- - Exact identification -- - Fundamental Paradigms Generalized -- - Strategies for Learning -- - Strategies for language identification: Introduction -- - Constraints on potential conjectures -- - Constraints on the use of information -- - Constraint on convergence -- - Constraints on the relation between conjectures -- - Strategies for function identification -- - Criteria of Learning -- - Criteria for function identification -- - Criteria of language identification -- - Inference of Approximations -- - Approximations -- - Approximate explanatory identification -- - Uniform approximate explanatory identification -- - Environments -- - Inaccurate data -- - Texts with additional structure -- - Multiple texts -- - Part III: Additional Topics -- - Team and Probabilistic Learning -- - Motivation for identification by teams -- - Team identification of functions -- - Identification by probabilistic scientists
Beschreibung:1 Online-Ressource (xii, 317 pages)
ISBN:0262100770
0585108129
9780262100779
9780585108124

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