Probably approximately correct : nature's algorithms for learning and prospering in a complex world /

Probably approximately correct

nature's algorithms for learning and prospering in a complex world

Probably approximately correct

nature's algorithms for learning and prospering in a complex world
Leslie Valiant
Book - 2013

Provides a model of how effective behavior can be learned even in a world as complex as our own, shedding new light on human nature.

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Indian Trail

Barcode Status Material Type CallNumber
37413314647126 متاح Non-fiction 150.1 VALIANT
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Valiant, Leslie
التنسيق: كتاب
اللغة:English
منشور في: New York : Basic Books, c2013.
الموضوعات:
Human behavior > Mathematical models.
Algorithms.
Nature > Mathematical models.
Mathematics in nature.

MARC

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100 1 |a Valiant, Leslie. 
245 1 0 |a Probably approximately correct :  |b nature's algorithms for learning and prospering in a complex world /  |c Leslie Valiant. 
260 |a New York :  |b Basic Books,  |c c2013. 
300 |a x, 195 p. :  |b ill. ;  |c 25 cm. 
504 |a Includes bibliographical references (p. 175-184) and index. 
505 0 |a Ecorithms -- Prediction and adaptation -- The computable: not everything that can be defined can be computed -- Mechanistic explanations of nature: what might we look for? -- The learnable: how can one draw general lessons from particular experiences? -- The evolvable: how can complex mechanisms evolve from simpler ones? -- The deducible: how can one reason with imprecise concepts? -- Humans as ecorithms -- Machines as ecorithms: why is artificial intelligence difficult to achieve? -- Questions. 
520 |a Provides a model of how effective behavior can be learned even in a world as complex as our own, shedding new light on human nature. 
650 0 |a Human behavior  |x Mathematical models. 
650 0 |a Algorithms. 
650 0 |a Nature  |x Mathematical models. 
650 0 |a Mathematics in nature. 
998 |a 2013.06.28 
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