Podcast
Questions and Answers
Who is the Editor-in-Chief of the publication?
Who is the Editor-in-Chief of the publication?
Michael Hirsch
Name the individual responsible for marketing management.
Name the individual responsible for marketing management.
Erin Davis
Identify the role of Scott Disanno in the publication.
Identify the role of Scott Disanno in the publication.
Senior Managing Editor
What responsibilities does the Copy Editor, Mary Lou Nohr, have?
What responsibilities does the Copy Editor, Mary Lou Nohr, have?
Who assists in the production process as the Vice President?
Who assists in the production process as the Vice President?
List the individuals credited as Cover Designers.
List the individuals credited as Cover Designers.
What is the ISBN-13 of the publication?
What is the ISBN-13 of the publication?
How many years are noted in the copyright dates?
How many years are noted in the copyright dates?
What prestigious award did Stuart Russell receive in 1990?
What prestigious award did Stuart Russell receive in 1990?
Where did Peter Norvig complete his Ph.D. in computer science?
Where did Peter Norvig complete his Ph.D. in computer science?
What is one of the key roles Peter Norvig held at NASA Ames Research Center?
What is one of the key roles Peter Norvig held at NASA Ames Research Center?
Which chair does Stuart Russell hold at the University of California at Berkeley?
Which chair does Stuart Russell hold at the University of California at Berkeley?
Name one book written by Stuart Russell apart from the AI-focused works.
Name one book written by Stuart Russell apart from the AI-focused works.
What role did Peter Norvig have in the development of Web search algorithms?
What role did Peter Norvig have in the development of Web search algorithms?
Which award did Peter Norvig receive from NASA?
Which award did Peter Norvig receive from NASA?
What does Stuart Russell serve as director of at the University of California?
What does Stuart Russell serve as director of at the University of California?
Who contributed significantly to the formatting and improvement of diagrams in this edition?
Who contributed significantly to the formatting and improvement of diagrams in this edition?
What type of work did Julie Sussman provide for the authors during the writing process?
What type of work did Julie Sussman provide for the authors during the writing process?
Which group is referred to as RUGS?
Which group is referred to as RUGS?
What was the context in which Julie Sussman worked on the chapters?
What was the context in which Julie Sussman worked on the chapters?
Who wrote the robotics chapter for the first edition of the book?
Who wrote the robotics chapter for the first edition of the book?
What essential support did the Pearson team provide during the writing process?
What essential support did the Pearson team provide during the writing process?
Who is responsible for writing and maintaining Java code examples on the website?
Who is responsible for writing and maintaining Java code examples on the website?
What dual role did the proofreaders perform in previous editions?
What dual role did the proofreaders perform in previous editions?
What are the key components of acting under uncertainty as outlined in the document?
What are the key components of acting under uncertainty as outlined in the document?
Describe the significance of Bayes' Rule in probabilistic reasoning.
Describe the significance of Bayes' Rule in probabilistic reasoning.
What are the differences between exact and approximate inference in Bayesian networks?
What are the differences between exact and approximate inference in Bayesian networks?
What role do Hidden Markov Models play in probabilistic reasoning over time?
What role do Hidden Markov Models play in probabilistic reasoning over time?
Explain how time influences uncertainty in decision-making.
Explain how time influences uncertainty in decision-making.
What is the role of conditional distributions in representing knowledge in an uncertain domain?
What is the role of conditional distributions in representing knowledge in an uncertain domain?
In the context of decision-making, how can beliefs and desires be combined under uncertainty?
In the context of decision-making, how can beliefs and desires be combined under uncertainty?
What insights do dynamic Bayesian networks provide for tracking multiple objects?
What insights do dynamic Bayesian networks provide for tracking multiple objects?
How did Adam Smith contribute to the field of economics compared to his predecessors?
How did Adam Smith contribute to the field of economics compared to his predecessors?
What is the primary focus of economics according to contemporary economists?
What is the primary focus of economics according to contemporary economists?
Who were the key figures that formalized the mathematical treatment of utility?
Who were the key figures that formalized the mathematical treatment of utility?
What does decision theory combine, and why is it important in economics?
What does decision theory combine, and why is it important in economics?
How does game theory differ from decision theory in the context of economic interactions?
How does game theory differ from decision theory in the context of economic interactions?
What unexpected conclusion did von Neumann and Morgenstern reach about rational agents in some games?
What unexpected conclusion did von Neumann and Morgenstern reach about rational agents in some games?
Why did economists largely overlook decisions involving delayed payoffs from sequential actions?
Why did economists largely overlook decisions involving delayed payoffs from sequential actions?
Describe how the concept of utility is relevant in economic theory.
Describe how the concept of utility is relevant in economic theory.
What innovative feature did Joseph Marie Jacquard's loom introduce in 1805?
What innovative feature did Joseph Marie Jacquard's loom introduce in 1805?
What was the main purpose of Charles Babbage's Difference Engine?
What was the main purpose of Charles Babbage's Difference Engine?
Who is recognized as the world’s first programmer and what machine did she write programs for?
Who is recognized as the world’s first programmer and what machine did she write programs for?
Which computing concepts were derived from work in AI and contributed back to mainstream computer science?
Which computing concepts were derived from work in AI and contributed back to mainstream computer science?
What was the purpose of Turing's efforts with early computers in relation to chess?
What was the purpose of Turing's efforts with early computers in relation to chess?
Who built the first self-controlling machine, and what was its function?
Who built the first self-controlling machine, and what was its function?
What distinguishing features did Babbage's Analytical Engine include?
What distinguishing features did Babbage's Analytical Engine include?
What whimsical creations is Heath Robinson known for in his cartoons?
What whimsical creations is Heath Robinson known for in his cartoons?
Flashcards
Artificial Intelligence (AI)
Artificial Intelligence (AI)
A broad field encompassing computer systems designed to perform tasks that typically require human intelligence.
Editor-in-Chief
Editor-in-Chief
The top-level editor responsible for overall editorial direction.
Executive Editor
Executive Editor
A high-ranking editor, often with significant editorial responsibilities.
Production Editor
Production Editor
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Marketing Manager
Marketing Manager
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ISBN
ISBN
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Copyright
Copyright
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Pearson Education, Inc.
Pearson Education, Inc.
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Stuart Russell's Degree in Physics
Stuart Russell's Degree in Physics
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Stuart Russell's Doctoral Degree
Stuart Russell's Doctoral Degree
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Peter Norvig's Current Role
Peter Norvig's Current Role
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Peter Norvig's Background in Web Search
Peter Norvig's Background in Web Search
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Norvig's NASA Role
Norvig's NASA Role
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Russell's University Affiliation
Russell's University Affiliation
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Norvig's Background in AI and Robotics
Norvig's Background in AI and Robotics
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Russell's Scientific Publications
Russell's Scientific Publications
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Book contributors' roles
Book contributors' roles
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Bibliography assistance
Bibliography assistance
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Diagram formatting and improvements
Diagram formatting and improvements
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Code examples maintenance
Code examples maintenance
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Proofreading role (Julie Sussman)
Proofreading role (Julie Sussman)
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Extensive improvements (Julie Sussman)
Extensive improvements (Julie Sussman)
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Research and historical notes
Research and historical notes
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Pearson's support role
Pearson's support role
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Acting under Uncertainty
Acting under Uncertainty
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Basic Probability Notation
Basic Probability Notation
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Full Joint Distribution
Full Joint Distribution
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Inference Using Full Joint Distribution
Inference Using Full Joint Distribution
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Independence (in probability)
Independence (in probability)
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Bayes' Rule
Bayes' Rule
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The Wumpus World
The Wumpus World
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Representing Knowledge in an Uncertain Domain
Representing Knowledge in an Uncertain Domain
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What is Economics?
What is Economics?
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Utility
Utility
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Decision Theory
Decision Theory
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Game Theory
Game Theory
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Rational Agent
Rational Agent
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Large Economy
Large Economy
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Small Economy
Small Economy
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Randomized Policy
Randomized Policy
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Jacquard's Loom
Jacquard's Loom
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Babbage's Difference Engine
Babbage's Difference Engine
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Babbage's Analytical Engine
Babbage's Analytical Engine
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Ada Lovelace
Ada Lovelace
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AI's Debt to Software
AI's Debt to Software
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AI's Contributions to Computer Science
AI's Contributions to Computer Science
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Control Theory and Cybernetics
Control Theory and Cybernetics
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Ktesibios' Water Clock
Ktesibios' Water Clock
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Study Notes
Book Information
- Editor-in-Chief: Michael Hirsch
- Executive Editor: Tracy Dunkelberger
- Assistant Editor: Melinda Haggerty
- Editorial Assistant: Allison Michael
- Vice President, Production: Vince O’Brien
- Senior Managing Editor: Scott Disanno
- Production Editor: Jane Bonnell
- Senior Operations Supervisor: Alan Fischer
- Operations Specialist: Lisa McDowell
- Marketing Manager: Erin Davis
- Marketing Assistant: Mack Patterson
- Cover Designers: Kirsten Sims and Geoffrey Cassar
- Cover Images: Stan Honda/Getty, Library of Congress, NASA, National Museum of Rome, Peter Norvig, Ian Parker, Shutterstock, Time Life/Getty
- Interior Designers: Stuart Russell and Peter Norvig
- Copy Editor: Mary Lou Nohr
- Art Editor: Greg Dulles
- Media Editor: Daniel Sandin
- Media Project Manager: Danielle Leone
- Copyright: © 2010, 2003, 1995 by Pearson Education, Inc.
- Publisher location: Upper Saddle River, New Jersey 07458
- ISBN-13: 978-0-13-604259-4
- ISBN-10: 0-13-604259-7
Preface
- Artificial Intelligence (AI) is a major field and the book is comprehensive
- Nick Hay improved the bibliography and wrote code to enhance the book
- Jon Barron improved diagrams, Tim Huang, Mark Paskin, and Cynthia Bruyns assisted with diagrams and algorithms in previous editions
- Ravi Mohan and Ciaran O’Reilly wrote and maintain Java code examples on the website
- John Canny wrote the robotics chapter for the first edition
- Douglas Edwards researched historical notes
- Julie Sussman was instrumental in improving the book
- Stuart Russell and Peter Norvig were the authors
- Contributors to the project included Pearson editors and others
- The authors cite various online sources for research like CiteSeer, Wikipedia, and Google
Authors
-
Stuart Russell (born 1962, Portsmouth, England)
- B.A. (physics) from Oxford University (1982)
- Ph.D. (computer science) from Stanford University (1986)
- Professor of computer science, Director of the Center for Intelligent Systems, Smith–Zadeh Chair in Engineering at the University of California, Berkeley
- Presidential Young Investigator Award (National Science Foundation) (1990)
- Co-winner, Computers and Thought Award (1995)
- Miller Professor, University of California (1996)
- Chancellor's Professor (2000)
- Forsythe Memorial Lectures at Stanford University (1998)
- Fellow and former Executive Council member of the American Association for Artificial Intelligence
- Published over 100 papers on various AI topics
- Author of other books: The Use of Knowledge in Analogy and Induction, and Do the Right Thing: Studies in Limited Rationality(with Eric Wefald)
-
Peter Norvig (Current position: Director of Research at Google, Inc.)
- Director of core Web search algorithms (2002–2005)
- Fellow of the American Association for Artificial Intelligence and the Association for Computing Machinery
- Computational Sciences Division, NASA Ames Research Center
- Overseer of NASA's AI and robotics research and development
- Chief Scientist at Junglee (helped develop internet info extraction services)
- B.S. (applied mathematics) from Brown University
- Ph.D. (computer science) from the University of California, Berkeley
- Distinguished Alumni and Engineering Innovation awards from Berkeley
- Exceptional Achievement Medal from NASA
- Professor at the University of Southern California and a research faculty member at Berkeley
- Author of other books: Paradigms of AI Programming: Case Studies in Common Lisp; Verbmobil: A Translation System for Face-to-Face Dialog; Intelligent Help Systems for UNIX
Early Computing and AI
- Joseph Marie Jacquard invented a programmable loom (1805) using punched cards
- Charles Babbage designed the Difference Engine and Analytical Engine (mid-19th century)
- Analytical Engine was the first universal computer
- Ada Lovelace, first programmer, wrote programs for the Analytical Engine and speculated on the machine's chess-playing and music-composing abilities
- Post-World War II, Alan Turing wanted to use computers for AI research (chess programs) but was blocked by the British government.
- Ktesibios of Alexandria (c. 250 BC) invented the first self-regulating machine (water clock)
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