Artificial intelligence a modern approach
In this third edition, the authors have updated the treatment of all major areas. A new organizing principle--the representational dimension of atomic, factored, and structured models--has been added. Significant new material has been provided in areas such as partially observable search, contingenc...
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| Format: | Book |
| Language: | English |
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Upper Saddle River, N.J.
Pearson
2010
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| Edition: | 3rd ed. |
| Series: | Prentice Hall series in artificial intelligence.
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| Subjects: | |
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| Summary: | In this third edition, the authors have updated the treatment of all major areas. A new organizing principle--the representational dimension of atomic, factored, and structured models--has been added. Significant new material has been provided in areas such as partially observable search, contingency planning, hierarchical planning, relational and first-order probability models, regularization and loss functions in machine learning, kernel methods, Web search engines, information extraction, and learning in vision and robotics. The book also includes hundreds of new exercises. |
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| Item Description: | " International edition" -- cover. |
| Physical Description: | xviii, 1132 p. ill. 26 cm. |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: | 9780132071482 (pbk.) 0132071487 (pbk.) 9780136042594 (hbk.) 0136042597 (hbk.) |