Artificial Intelligence: A Modern Approach (2nd Edition)

Author: STUART J. RUSSELL and PETER NORVIG
Publisher:
Publication Date: 2006-05-01
Features: This book is used as a textbook by more than 900 universities in 89 countries worldwide. With comprehensive and rich materials, it thoroughly elaborates on the core content of the field of artificial intelligence from the perspective of rational agents and provides an in-depth introduction to various major research directions. The book is divided into 8 parts: Part "Artificial Intelligence," Part "Problem Solving," Part "Knowledge and Reasoning," Part "Planning," Part "Uncertain Knowledge and Reasoning," Part "Learning," Part "Communication, Perception, and Action," and Part "Conclusion." It not only details the fundamental concepts, ideas, and algorithms of artificial intelligence but also describes the cutting-edge advancements in its various research directions. Additionally, it compiles detailed historical documents and events. Moreover, the companion website http://aima.cs.berkeley.edu/ provides a wealth of teaching and learning resources for instructors and students. This book is suitable for researchers and students at different levels and fields, making it the preferred textbook for undergraduate and graduate courses in artificial intelligence at universities and a valuable reference for researchers and engineering professionals in related fields.