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Artificial Intelligence a Modern Approach

By: Contributor(s): Material type: TextTextLanguage: English Publication details: Kuala Lumpur, Malaysia : Pearson Malaysia Sdn Bhd, c2020.Edition: 3rdDescription: xviii, 1145 p. : illISBN:
  • 9789673498161
Subject(s): DDC classification:
  • 006.3 RUS
Online resources: Summary: Front cover image for Artificial intelligence : a modern approach Artificial intelligence : a modern approach 156 reviews Authors:Stuart J. Russell (Author), Peter Norvig (Author), Ernest Davis (Author) 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"--Back cover
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Item type Current library Collection Shelving location Call number Copy number Status Date due Barcode
Lending Collection Lending Collection Circulation Section Circulation Section 006.3 RUS 2023-24 Available 98434
Lending Collection Lending Collection Circulation Section Engr Abul Kalam Library Circulation Section 006.3 RUS 2023-2024 Available 98629
Reference Collection Reference Collection Reference Section Reference Section 006.3 RUS 2023-24 Available 98433
Reference Collection Reference Collection TIEST (Thar) Library Computer Science & Information Technology - Thar Institute 006.3 RUS 2022-23 Available 98137
Reference Collection Reference Collection TIEST (Thar) Library Computer Science & Information Technology - Thar Institute 006.3 RUS 2022-23 Available 98138

Stuart Russell was born in 1962 in Portsmouth, England. He received his B.A. with first-class honours in physics from Oxford University in 1982, and his Ph.D. in computer science from Stanford in 1986. He then joined the faculty of the University of California at Berkeley, where he is a professor of computer science, director of the Center for Intelligent Systems, and holder of the Smith–Zadeh Chair in Engineering. In 1990, he received the Presidential Young Investigator Award of the National Science Foundation, and in 1995 he was cowinner of the Computers and Thought Award. He was a 1996 Miller Professor of the University of California and was appointed to a Chancellor’s Professorship in 2000. In 1998, he gave the Forsythe Memorial Lectures at Stanford University. He is a Fellow and former Executive Council member of the American Association for Artificial Intelligence. He has published over 100 papers on a wide range of topics in artificial intelligence. His other books include The Use of Knowledge in Analogy and Induction and (with Eric Wefald) Do the Right Thing: Studies in Limited Rationality.

Peter Norvig is currently Director of Research at Google, Inc., and was the director responsible for the core Web search algorithms from 2002 to 2005. He is a Fellow of the American Association for Artificial Intelligence and the Association for Computing Machinery. Previously, he was head of the Computational Sciences Division at NASA Ames Research Center, where he oversaw NASA’s research and development in artificial intelligence and robotics, and chief scientist at Junglee, where he helped develop one of the first Internet information extraction services. He received a B.S. in applied mathematics from Brown University and a Ph.D. in computer science from the University of California at Berkeley. He received the Distinguished Alumni and Engineering Innovation awards from Berkeley and the Exceptional Achievement Medal from NASA. He has been a professor at the University of Southern California and a research faculty member at Berkeley. His other books are Paradigms of AI Programming: Case Studies in Common Lisp and Verbmobil: A Translation System for Faceto-Face Dialog and Intelligent Help Systems for UNIX.

Front cover image for Artificial intelligence : a modern approach
Artificial intelligence : a modern approach
156 reviews
Authors:Stuart J. Russell (Author), Peter Norvig (Author), Ernest Davis (Author)
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"--Back cover