Artificial Intelligence -

Artificial Intelligence

Foundations of Computational Agents

By David L. Poole, Alan K. Mackworth



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Artificial intelligence, including machine learning, has emerged as a transformational science and engineering discipline. Artificial Intelligence: Foundations of Computational Agents presents AI using a coherent framework to study the design of intelligent computational agents. By showing how the basic approaches fit into a multidimensional design space, readers learn the fundamentals without losing sight of the bigger picture. The new edition also features expanded coverage on machine learning material, as well as on the social and ethical consequences of AI and ML. The book balances theory and experiment, showing how to link them together, and develops the science of AI together with its engineering applications. Although structured as an undergraduate and graduate textbook, the book's straightforward, self-contained style will also appeal to an audience of professionals, researchers, and independent learners. The second edition is well-supported by strong pedagogical features and online resources to enhance student comprehension.

Product code: 9781107195394

ISBN 9781107195394
Dimensions (HxWxD in mm) H261xW182xS39
No. Of Pages 820
Publisher Cambridge University Press
Edition 2nd Revised edition
The second edition of Artificial Intelligence provides a comprehensible and thorough guide for junior to senior undergraduates and graduate students. Updates include a major expansion on machine learning, inclusion of more intuitive explanations and exercises, and simplification of parts that were considered difficult in the first edition.