Artificial intelligence : A modern approach / Stuart J. Russell and Peter Norvig
Material type:
- 9789332543515
- Q 335 .S78 2015

Item type | Current library | Home library | Collection | Call number | Copy number | Status | Date due | Barcode | |
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National University - Manila | LRC - Graduate Studies General Circulation | Gen. Ed. - CCIT | GC Q 335 .S78 2015 (Browse shelf(Opens below)) | c.1 | Available | NULIB000014041 |
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GC QA 76 .H38 2016 Discovering computer science : interdisciplinary problems, principles and python programming / | GC Q 181 .L39 2015 Data science in higher education / | GC Q 335 .H43 2013 Artificial intelligence for humans : volume 1 fundamental algorithms / | GC Q 335 .S78 2015 Artificial intelligence : A modern approach / | GC Q 335 .W37 2012 Artificial intelligence the basics / | GC T 58.5 .V35 2016 Information systems today : managing in the digital world / | GC T 58.5 .V37 2015 Design science research methods and patterns: innovating information and communication technology / |
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.
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