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Systems That Learn: An Introduction to Learning Theory for Cognitive and Computer Scientists

By Daniel N. Osherson, Michael Stob, Scott Weinstein
Publisher: The MIT Press
Published: 23 December 1985
DOI: 10.7551/mitpress/6609.001.0001
EISBN: 9780262256742
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A mathematical framework for the study of learning in a variety of domains. Systems That Learn presents a mathematical framework for the study of learning in a variety of domains. It provides the basic concepts and techniques of learning theory as well as a comprehensive account of what is currently known about a variety of learning paradigms.
Book Chapter

Series Foreword

By Daniel N. Osherson, Michael Stob, Scott Weinstein
Publisher: The MIT Press
Published: 23 December 1985
DOI: 10.7551/mitpress/6609.003.0001
EISBN: 9780262256742
PDF
Book Chapter

Preface

By Daniel N. Osherson, Michael Stob, Scott Weinstein
Publisher: The MIT Press
Published: 23 December 1985
DOI: 10.7551/mitpress/6609.003.0002
EISBN: 9780262256742
PDF
Book Chapter

Acknowledgments

By Daniel N. Osherson, Michael Stob, Scott Weinstein
Publisher: The MIT Press
Published: 23 December 1985
DOI: 10.7551/mitpress/6609.003.0003
EISBN: 9780262256742
PDF
Book Chapter

How to Use This Book

By Daniel N. Osherson, Michael Stob, Scott Weinstein
Publisher: The MIT Press
Published: 23 December 1985
DOI: 10.7551/mitpress/6609.003.0004
EISBN: 9780262256742
PDF
Book Chapter

Bibliography

By Daniel N. Osherson, Michael Stob, Scott Weinstein
Publisher: The MIT Press
Published: 23 December 1985
DOI: 10.7551/mitpress/6609.003.0005
EISBN: 9780262256742
PDF
Book Chapter

List of Symbols

By Daniel N. Osherson, Michael Stob, Scott Weinstein
Publisher: The MIT Press
Published: 23 December 1985
DOI: 10.7551/mitpress/6609.003.0006
EISBN: 9780262256742
PDF
Book Chapter

Name Index

By Daniel N. Osherson, Michael Stob, Scott Weinstein
Publisher: The MIT Press
Published: 23 December 1985
DOI: 10.7551/mitpress/6609.003.0007
EISBN: 9780262256742
PDF
Book Chapter

Subject Index

By Daniel N. Osherson, Michael Stob, Scott Weinstein
Publisher: The MIT Press
Published: 23 December 1985
DOI: 10.7551/mitpress/6609.003.0008
EISBN: 9780262256742
PDF
Book Chapter

Fundamentals of Learning Theory

By Daniel N. Osherson, Michael Stob, Scott Weinstein
Publisher: The MIT Press
Published: 23 December 1985
DOI: 10.7551/mitpress/6609.003.0009
EISBN: 9780262256742
PDF
Book Chapter

Central Theorems on Identification

By Daniel N. Osherson, Michael Stob, Scott Weinstein
Publisher: The MIT Press
Published: 23 December 1985
DOI: 10.7551/mitpress/6609.003.0010
EISBN: 9780262256742
PDF
Book Chapter

Learning Theory and Natural Language

By Daniel N. Osherson, Michael Stob, Scott Weinstein
Publisher: The MIT Press
Published: 23 December 1985
DOI: 10.7551/mitpress/6609.003.0011
EISBN: 9780262256742
PDF
Book Chapter

Strategies

By Daniel N. Osherson, Michael Stob, Scott Weinstein
Publisher: The MIT Press
Published: 23 December 1985
DOI: 10.7551/mitpress/6609.003.0012
EISBN: 9780262256742
PDF
Book Chapter

Environments

By Daniel N. Osherson, Michael Stob, Scott Weinstein
Publisher: The MIT Press
Published: 23 December 1985
DOI: 10.7551/mitpress/6609.003.0013
EISBN: 9780262256742
PDF
Book Chapter

Criteria of Learning

By Daniel N. Osherson, Michael Stob, Scott Weinstein
Publisher: The MIT Press
Published: 23 December 1985
DOI: 10.7551/mitpress/6609.003.0014
EISBN: 9780262256742
PDF
Book Chapter

Exact Learning

By Daniel N. Osherson, Michael Stob, Scott Weinstein
Publisher: The MIT Press
Published: 23 December 1985
DOI: 10.7551/mitpress/6609.003.0015
EISBN: 9780262256742
PDF
Book Chapter

Efficient Learning

By Daniel N. Osherson, Michael Stob, Scott Weinstein
Publisher: The MIT Press
Published: 23 December 1985
DOI: 10.7551/mitpress/6609.003.0016
EISBN: 9780262256742
PDF
Book Chapter

Sufficient Input for Learning

By Daniel N. Osherson, Michael Stob, Scott Weinstein
Publisher: The MIT Press
Published: 23 December 1985
DOI: 10.7551/mitpress/6609.003.0017
EISBN: 9780262256742
PDF
Book Chapter

Topological Perspective on Learning

By Daniel N. Osherson, Michael Stob, Scott Weinstein
Publisher: The MIT Press
Published: 23 December 1985
DOI: 10.7551/mitpress/6609.003.0018
EISBN: 9780262256742
PDF