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انتشارات: Pearson Education, Inc.

اثر: Stuart J. Russell & Peter Norvig

تعداد صفحه: 1147

حجم: 13.6MB

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توضیحات کتاب (خلاصه پیشگفتار):

This edition captures the changes in AI that have taken place since the last edition in 2003. There have been important applications of AI technology, such as the widespread deployment of practical speech recognition, machine translation, autonomous vehicles, and household robotics. There have been algorithmic landmarks, such as the solution of the game of checkers. And there has been a great deal of theoretical progress, particularly in areas such as probabilistic reasoning, machine learning, and computer vision.

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ویرایش دوم کتاب:

Artificial Intelligence-A Modern Approach-Stuart J. Russell and Peter Norvig-2nd Edition-2003

انتشارات: Pearson Education

اثر: Stuart J. Russell and Peter Norvig

تعداد صفحه: 1109

حجم: 12.9MB

جلد کتاب

توضیحات کتاب (خلاصه پیشگفتار):

Artificial Intelligence (AI) is a big field, and this is a big book. We have tried to explore the full breadth of the field, which encompasses logic, probability, and continuous mathematics; perception, reasoning, learning, and action; and everything from microelectronic devices to robotic planetary explorers. Our primary aim is to convey the ideas that have emerged over the past fifty years of AI research and the past two millenia of related work.


 

We define AI as the study of agents that receive percepts from the environment and perform actions. Each such agent implements a function that maps percept sequences to actions, and we cover different ways to represent these functions, such as production systems, reactive agents, real-time conditional planners, neural networks, and decision-theoretic systems.

This book is primarily intended for use in an undergraduate course or course sequence. It can also be used in a graduate-level course (perhaps with the addition of some of the primary sources suggested in the bibliographical notes). Because of its comprehensive coverage and large number of detailed algorithms, it is useful as a primary reference volume for AI graduate students and professionals wishing to branch out beyond their own subfield. The only prerequisite is familiarity with basic concepts of computer science (algorithms, data structures, complexity) at a sophomore level. Freshman calculus is useful for understanding neural networks and statistical learning in detail.

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راهنمای مدرس (حل تمرینات کتاب):

Solution Manual-Artificial Intelligence-A Modern Approach-Second Edition

انتشارات: Pearson Education

اثر: Stuart J. Russell and Peter Norvig

تعداد صفحه: 181

حجم: 1.25MB

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