Artificial intelligence : A modern approach /
Russell, Stuart J.
Artificial intelligence : A modern approach / Stuart J. Russell and Peter Norvig - THIRD EDITION - Noida, India : Pearson India Education Services, c2015 - xviii, 1145 pages : illustrations ; 28 cm.
Includes bibliographical references and index.
I. Artificial intelligence -- II. Problem-solving -- III. Knowledge -- IV. Uncertain knowledge and reasoning -- V. Learning -- VI. Communicating, perceiving, and acting -- VII. Conclusion.
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.
9789332543515
ARTIFICIAL INTELLIGENCE
Q 335 .S78 2015
Artificial intelligence : A modern approach / Stuart J. Russell and Peter Norvig - THIRD EDITION - Noida, India : Pearson India Education Services, c2015 - xviii, 1145 pages : illustrations ; 28 cm.
Includes bibliographical references and index.
I. Artificial intelligence -- II. Problem-solving -- III. Knowledge -- IV. Uncertain knowledge and reasoning -- V. Learning -- VI. Communicating, perceiving, and acting -- VII. Conclusion.
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.
9789332543515
ARTIFICIAL INTELLIGENCE
Q 335 .S78 2015