a modern approach Russell, Stuart J. creator Norvig, Peter text New Jersey Prentice Hall, Upper Saddle River 2020 2020 2015 Third edition. monographic eng

print

viii, 1145 pages : illustrations ; 30 cm. "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". Stuart J. Russell, Peter Norvig. Includes bibliography and index. Computer Science 006.3 RUS 9780136042594 GCL 230802