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Books > Computing & IT > Applications of computing > Artificial intelligence
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Planning and Learning by Analogical Reasoning (Paperback, 1994 ed.)
Loot Price: R1,579
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Planning and Learning by Analogical Reasoning (Paperback, 1994 ed.)
Series: Lecture Notes in Computer Science, 886
Expected to ship within 10 - 15 working days
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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.
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