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Investigating Explanation-Based Learning
Language: en
Pages: 447
Authors: Gerald DeJong
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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Explanation-Based Learning (EBL) can generally be viewed as substituting background knowledge for the large training set of exemplars needed by conventional or
Extending Explanation-Based Learning by Generalizing the Structure of Explanations
Language: en
Pages: 232
Authors: Jude W. Shavlik
Categories: Computers
Type: BOOK - Published: 2014-07-10 - Publisher: Morgan Kaufmann

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Extending Explanation-Based Learning by Generalizing the Structure of Explanations presents several fully-implemented computer systems that reflect theories of
Explanation-Based Neural Network Learning
Language: en
Pages: 274
Authors: Sebastian Thrun
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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Lifelong learning addresses situations in which a learner faces a series of different learning tasks providing the opportunity for synergy among them. Explanati
Machine Learning
Language: en
Pages: 413
Authors: Tom M. Mitchell
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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One of the currently most active research areas within Artificial Intelligence is the field of Machine Learning. which involves the study and development of com
Learning to Learn
Language: en
Pages: 346
Authors: Sebastian Thrun
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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Over the past three decades or so, research on machine learning and data mining has led to a wide variety of algorithms that learn general functions from experi
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