TY - BOOK AU - Russell, Stuart J. AU - Norvig, Peter TI - Artificial intelligence: A modern approach SN - 9789332543515 AV - Q 335 .S78 2015 PY - 2015/// CY - Noida, India PB - Pearson India Education Services KW - ARTIFICIAL INTELLIGENCE N1 - 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 N2 - 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 ER -