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Read e-book online Artificial Intelligence: Modern Approach PDF

By Stuart J. Russell, Peter Norvig

ISBN-10: 0131038052

ISBN-13: 9780131038059

A hugely obtainable, updated expert reference for programmers, software program engineers, approach directors, or technical managers, this ebook integrates state of the art AI suggestions into clever agent designs utilizing examples and routines to guide the reader from easy reactive brokers to complete knowledge-based brokers with normal language services.

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IBM went on to become one of the world's largest corporations, and sales of computers have grown to j $150 billion/year. In the United States, the computer industry (including software and services) j now accounts for about 10% of the gross national product. Each generation of computer hardware has brought an increase in speed and capacity, and I a decrease in price. Computer engineering has been remarkably successful, regularly doubling j performance every two years, with no immediate end in sight for this rate of increase.

ENIAC was the first general-purpose, electronic, digital computer. One of its first applications was computing artillery firing tables. A successor, the EDVAC, followed John Von Neumann's suggestion to use a stored program, so that technicians would not have to scurry about changing patch cords to run a new program. But perhaps the most critical breakthrough was the IBM 701, built in 1952 by Nathaniel Rochester and his group. This was the first computer to yield a profit for its manufacturer. IBM went on to become one of the world's largest corporations, and sales of computers have grown to j $150 billion/year.

7 The confirmation theory of Rudolf Carnap and Carl Hempel attempted to establish the nature of the connection between the observation sentences and the more general theories—in other words, to understand how knowledge can be acquired from experience. The final element in the philosophical picture of the mind is the connection between knowledge and action. What form should this connection take, and how can particular actions be justified? These questions are vital to AI, because only by understanding how actions are justified can we understand how to build an agent whose actions are justifiable, or rational.

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Artificial Intelligence: Modern Approach by Stuart J. Russell, Peter Norvig

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