Name: planning and learning by analogical reasoning
SKU: 3485926
Price: 53.83 EUR
Availability: InStock
Author: veloso
ISBN: 9783540588115

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portada planning and learning by analogical reasoning

planning and learning by analogical reasoning

Type

Physical Book

Publisher

Springer

Author

veloso

Language

English

Pages

181

ISBN

3540588116

ISBN13

9783540588115

Synopsis "planning and learning by analogical reasoning"

this research monograph describes the integration of analogical and case-based reasoning into general problem solving and planning as a method of speedup learning. the method, based on derivational analogy, has been fully implemented in prodigy/analogy and proven in practice to be amenable to scaling up, both in terms of domain and problem complexity.in this work, the strategy-level learning process is cast for the first time as the automation of the complete cycle of construction, storing, retrieving, and flexibly reusing problem solving experience. the algorithms involved are presented in detail and numerous examples are given. thus the book addresses researchers as well as practitioners.