Artificial Intelligence (AI) is a big field, and this is a big book. Artificial Intelligence: A Modern Approach 3rd Edition PDF captures the changes in Al that have taken place since the last edition in 2003. There have been important applications of AI technology, such as the widespread deploy-ment of practical speech recognition, machine translation autonomous vehicles, and house-hold 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.
The main unifying theme is the idea of an intelligent agent. Each such agent im-plements a function that maps percept sequences to actions, and we cover different ways to represent these functions, such as reactive agents, real-time planners, and decision-theoretic systems. This book is primarily intended for use in an undergraduate course or course sequence. Artificial Intelligence: A Modern Approach pdf has 27 chapters, each requiring about a week’s worth of lectures, so working through the whole book requires a two-semester sequence. A one-semester course can use selected chapters to suit the interests of the instructor and students. The book can also be used in a graduate-level course (perhaps with the addition of some of the primary sources suggested in the bibliographical notes). Sample syllabi are available at the book’s Web site. airia . es . berkeley edu. The only prerequisite is familiarity with basic concepts of computer science (algorithms, data structures, complexity) at a sophomore level. Freshman calculus and linear algebra are useful for some of the topics; the required mathematical back-ground is supplied in Appendix A.
The only prerequisite is familiarity with basic concepts of computer science (algorithms, data structures, complexity) at a sophomore level. Freshman calculus and linear algebra are useful for some of the topics; the required mathematical back-ground is supplied in Appendix A.
Exercises are given at the end of each chapter. Exercises requiring significant pro-gramming are marked with a keyboard icon.
Genre: Computers and Technology
Release: December 11, 2009.
Pages: 1152 (in PDF)
Size: 47 MB
Authors: Stuart Russell, Peter Norvig
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