Verfügbarkeit: Learning to learn

Learning to learn:

Gespeichert in:

Bibliographische Detailangaben
Weitere Verfasser:	Thrun, Sebastian 1967- (HerausgeberIn)
Format:	Buch
Sprache:	English
Veröffentlicht:	New York Springer Science+Business media, LLC [2017]
Ausgabe:	softcover reprint of the hardcover 1st edition 1998
Schlagworte:	Machine learning Algorithms Data Mining Algorithmus Maschinelles Lernen Aufsatzsammlung
Online-Zugang:	Table of contents only Publisher description Inhaltsverzeichnis
Beschreibung:	Includes bibliographical references and index
Beschreibung:	viii, 354 Seiten Illustrationen
ISBN:	9781461375272 9780792380474

Internformat

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Datensatz im Suchindex

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adam_text	Contents Preface vii Part I Overview Articles 1 Learning To Learn: Introduction and Overview 3 Sebastian Thrun and Lorien Pratt 2 A Survey of Connectionist Network Reuse Through Transfer 19 Lorien Pratt and Barbara Jennings 3 Transfer in Cognition 45 Anthony Robins Part (I Prediction 4 Theoretical Models of Learning to Learn 71 Jonathan Baxter 5 Multitask Learning 95 Rich Caruana 6 Making a Low-Dimensional Representation Suitable for Diverse Tasks 135 Nathan Intrator and Shimon Edelman V Vi LEARNING TO LEARN 7 The Canonical Distortion Measure for Vector Quantization and Function Approximation 159 Jonathan Baxter 8 Lifelong Learning Algorithms 181 Sebastian Thrun Part ttl Related ness 9 The Parallel Transfer of Task Knowledge Using Dynamic Learning Rates Based 213 on a Measure of Related ness Daniel L. Silver and Robert E. Mercer 10 Clustering Learning Tasks and the Selective Cross-Task Transfer of Knowledge 235 Sebastian Thrun and Joseph O Sullivan Part IV Control 11 CHILD: A First Step Towards Continual Learning 261 Mark B. Ring 12 Reinforcement Learning With Self-Modifying Policies 293 Jürgen Schmidhuber, Jieyu Zhao, Nicol N. Schraudolph 13 Creating Advice-Taking Reinforcement Learners 311 Richard Maclin and Jude W. Shavlik Contributing Authors 349 Index 353
any_adam_object	1
author2	Thrun, Sebastian 1967-
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dewey-full	006.3/1
dewey-hundreds	000 - Computer science, information, general works
dewey-ones	006 - Special computer methods
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dewey-sort	16.3 11
dewey-tens	000 - Computer science, information, general works
discipline	Informatik
edition	softcover reprint of the hardcover 1st edition 1998
format	Book
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spelling	Learning to learn edited by Sebastian Thrun and Lorien Pratt softcover reprint of the hardcover 1st edition 1998 New York Springer Science+Business media, LLC [2017] © 1998 viii, 354 Seiten Illustrationen txt rdacontent n rdamedia nc rdacarrier Includes bibliographical references and index Machine learning Algorithms Data Mining (DE-588)4428654-5 gnd rswk-swf Algorithmus (DE-588)4001183-5 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Maschinelles Lernen (DE-588)4193754-5 s Data Mining (DE-588)4428654-5 s Algorithmus (DE-588)4001183-5 s 1\p DE-604 Thrun, Sebastian 1967- (DE-588)112396682 edt Erscheint auch als Onlineausgabe 978-1-4615-5529-2 http://www.loc.gov/catdir/enhancements/fy0820/97038183-t.html Table of contents only http://www.loc.gov/catdir/enhancements/fy0820/97038183-d.html Publisher description Digitalisierung UB Bamberg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029975550&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk
spellingShingle	Learning to learn Machine learning Algorithms Data Mining (DE-588)4428654-5 gnd Algorithmus (DE-588)4001183-5 gnd Maschinelles Lernen (DE-588)4193754-5 gnd
subject_GND	(DE-588)4428654-5 (DE-588)4001183-5 (DE-588)4193754-5 (DE-588)4143413-4
title	Learning to learn
title_auth	Learning to learn
title_exact_search	Learning to learn
title_full	Learning to learn edited by Sebastian Thrun and Lorien Pratt
title_fullStr	Learning to learn edited by Sebastian Thrun and Lorien Pratt
title_full_unstemmed	Learning to learn edited by Sebastian Thrun and Lorien Pratt
title_short	Learning to learn
title_sort	learning to learn
topic	Machine learning Algorithms Data Mining (DE-588)4428654-5 gnd Algorithmus (DE-588)4001183-5 gnd Maschinelles Lernen (DE-588)4193754-5 gnd
topic_facet	Machine learning Algorithms Data Mining Algorithmus Maschinelles Lernen Aufsatzsammlung
url	http://www.loc.gov/catdir/enhancements/fy0820/97038183-t.html http://www.loc.gov/catdir/enhancements/fy0820/97038183-d.html http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029975550&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT thrunsebastian learningtolearn

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