Kniha Learning Search Control Knowledge Steven Minton

Learning Search Control Knowledge

An Explanation-Based Approach

Autor: Steven Minton
Jazyk: Angličtina
Väzba: Brožovaná
Vydavateľ: Springer, Berlin
Dostupnosť: Skladom u dodávateľa v malom množstve
Odosielame za 13-18 dní
105.86
The ability to learn from experience is a fundamental requirement for intelligence. One of the most...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2011
Stránok
214
EAN
9781461289609
ISBN
1461289602
Enbook ID
02174571
Vydavateľ
Hmotnosť
355
Rozmery
155 x 235 x 12

Kompletný popis

The ability to learn from experience is a fundamental requirement for intelligence. One of the most basic characteristics of human intelligence is that people can learn from problem solving, so that they become more adept at solving problems in a given domain as they gain experience. This book investigates how computers may be programmed so that they too can learn from experience. Specifically, the aim is to take a very general, but inefficient, problem solving system and train it on a set of problems from a given domain, so that it can transform itself into a specialized, efficient problem solver for that domain. on a knowledge-intensive Recently there has been considerable progress made learning approach, explanation-based learning (EBL), that brings us closer to this possibility. As demonstrated in this book, EBL can be used to analyze a problem solving episode in order to acquire control knowledge. Control knowledge guides the problem solver's search by indicating the best alternatives to pursue at each choice point. An EBL system can produce domain specific control knowledge by explaining why the choices made during a problem solving episode were, or were not, appropriate.

Mohlo by vás zaujímať

30.94

The Summer House

Sienna Carr
14.39

A Changed Heart

May Agnes Fleming
7.83

Alumni

Aquanza Cadogan
13.60

Legacy

Bea DuBois
20.56

Zákazníci, ktorí si kúpili túto knihu, kúpili tiež

160.22

EURO 1960-2024

Tomasz Gawędzki
15.76
47.39