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Part of the book series: The Springer International Series in Engineering and Computer Science (SECS, volume 357)
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Table of contents (6 chapters)
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Front Matter
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Back Matter
About this book
`The paradigm of lifelong learning - using earlier learned knowledge to improve subsequent learning - is a promising direction for a new generation of machine learning algorithms. Given the need for more accurate learning methods, it is difficult to imagine a future for machine learning that does not include this paradigm.'
From the Foreword by Tom M. Mitchell.
Authors and Affiliations
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Carnegie Mellon University, USA
Sebastian Thrun
Bibliographic Information
Book Title: Explanation-Based Neural Network Learning
Book Subtitle: A Lifelong Learning Approach
Authors: Sebastian Thrun
Series Title: The Springer International Series in Engineering and Computer Science
DOI: https://doi.org/10.1007/978-1-4613-1381-6
Publisher: Springer New York, NY
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eBook Packages: Springer Book Archive
Copyright Information: Kluwer Academic Publishers 1996
Hardcover ISBN: 978-0-7923-9716-8Published: 30 April 1996
Softcover ISBN: 978-1-4612-8597-7Published: 17 October 2011
eBook ISBN: 978-1-4613-1381-6Published: 06 December 2012
Series ISSN: 0893-3405
Edition Number: 1
Number of Pages: XVI, 264
Topics: Artificial Intelligence, Complex Systems, Statistical Physics and Dynamical Systems