Books

"Artificial Intelligence: A Modern Approach" by Stuart Russell and Peter Norvig Book Review

Opendpro 2023. 2. 26. 09:54

 

1. Preface   

Artificial Intelligence( AI) has been a  fleetly growing field over the  once many decades, and has  converted  numerous aspects of our lives. In" Artificial Intelligence A Modern Approach," Stuart Russell and Peter Norvig  give an  preface to the field of AI, covering a wide range of  motifs  similar as machine  literacy, natural language processing, and robotics. The book is extensively regarded as one of the most comprehensive and authoritative  prolusions to AI. 

 

2.  Author   

Stuart Russell is a professor of Electrical Engineering and Computer Science at the University of California, Berkeley. He's a fellow of the American Association for Artificial Intelligence( AAAI) and the Association for Computing Machinery( ACM). Peter Norvig is a Director of Research at Google, and has also served as the Director of the Computational lores Division at NASA Ames Research Center. He's a fellow of the AAAI and ACM, and has  entered  multitudinous awards for his  benefactions to the field of AI.   

 

3. Summary 

 " Artificial Intelligence A Modern Approach" covers a wide range of  motifs related to AI, including machine  literacy, natural language processing, robotics, andmulti-agent systems. The book is structured around a unifying theme of intelligent agents, which are  realities that perceive their  terrain and act to achieve their  pretensions.   The book covers the history of AI and the different approaches that have been used to  make intelligent systems. It introduces the conception of knowledge representation and  logic, which is the study of how to represent knowledge in a way that can be used by intelligent agents. The authors also cover hunt algorithms, which are used to find  results to problems in a vast hunt space, and machine  literacy, which involves the use of statistical  styles to enable machines to learn from data.   The book also covers natural language processing, which involves  tutoring machines to understand  mortal language, and robotics, which is the study of how to  make intelligent machines that can interact with the physical world. Eventually, the book exploresmulti-agent systems, which are systems that  correspond of multiple intelligent agents that must coordinate their  conduct to achieve a common  thing.   Overall," Artificial Intelligence A Modern Approach" is an essential reference for anyone interested in the field of AI. It provides a comprehensive overview of the different approaches to  erecting intelligent systems, and covers a wide range of  motifs related to AI. The book is extensively used as a  text for courses on AI, and is also a  precious resource for experimenters and  interpreters in the field.