Planning and learning by analogical reasoning
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Word Count
45,250 words, Guess
Page Count
181 pages
Identifiers
- Open LibraryOL1117778M
- ISBN-103540588116
- OCLC Control Number31658434
- OCLC Control Numberplanninglearning00velo
- Library of Congress Control Number94043959
and 2 more
- LibraryThing6555926
- Goodreads3029390
Classifications
- DDC006.3/1
- LCCQ325.5 .V45 1994
Description
"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."--PUBLISHER'S WEBSITE.
Subjects
Series Statement
- Lecture notes in artificial intelligence ;
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