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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| Main Authors: | , |
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| Format: | Book |
| Language: | English |
| Published: |
Harlow, Essex
Pearson Education Limited
2016
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| Edition: | Third edition, Global edition |
| 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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| Physical Description: | xxviii, 1132 pages illustrations 26 cm |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: | 9781292153964 (pbk) 1292153962 (pbk) |