Learning to learn
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| Weitere Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York
Springer Science+Business media, LLC
[2017]
|
| Ausgabe: | softcover reprint of the hardcover 1st edition 1998 |
| Schlagworte: | |
| Online-Zugang: | Table of contents only Publisher description Inhaltsverzeichnis |
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MARC
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| 245 | 1 | 0 | |a Learning to learn |c edited by Sebastian Thrun and Lorien Pratt |
| 250 | |a softcover reprint of the hardcover 1st edition 1998 | ||
| 264 | 1 | |a New York |b Springer Science+Business media, LLC |c [2017] | |
| 264 | 4 | |c © 1998 | |
| 300 | |a viii, 354 Seiten |b Illustrationen | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 500 | |a Includes bibliographical references and index | ||
| 650 | 4 | |a Machine learning | |
| 650 | 4 | |a Algorithms | |
| 650 | 0 | 7 | |a Data Mining |0 (DE-588)4428654-5 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Algorithmus |0 (DE-588)4001183-5 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Maschinelles Lernen |0 (DE-588)4193754-5 |2 gnd |9 rswk-swf |
| 655 | 7 | |0 (DE-588)4143413-4 |a Aufsatzsammlung |2 gnd-content | |
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| 856 | 4 | |u http://www.loc.gov/catdir/enhancements/fy0820/97038183-d.html |3 Publisher description | |
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Datensatz im Suchindex
| _version_ | 1819587300112203776 |
|---|---|
| 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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| author_facet | Thrun, Sebastian 1967- |
| building | Verbundindex |
| bvnumber | BV044577064 |
| callnumber-first | Q - Science |
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| callnumber-raw | Q325.5 |
| callnumber-search | Q325.5 |
| callnumber-sort | Q 3325.5 |
| callnumber-subject | Q - General Science |
| classification_rvk | ST 300 |
| ctrlnum | (OCoLC)1011397245 (DE-599)BVBBV044577064 |
| dewey-full | 006.3/1 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3/1 |
| dewey-search | 006.3/1 |
| 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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| isbn | 9781461375272 9780792380474 |
| language | English |
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| 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 |
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