Artificial Intelligence: A Modern Approach, 3e offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence. Notable topics covered includes:
Adversarial Search
Constraint Satisfaction
Probabilistic Reasoning
Reinforcement Learning
Natural Language Processing
Robotics Guidance & Navigation
and many more.
Being number-one in its field, this is an ideal introductory textbook for one or two-semester, undergraduate or graduate-level courses in Artificial Intelligence (AI).
Dr. Peter Norvig (main author) and Dr. Sebastian Thrun (contributing writer) have been teaching wildly popular AI online courses via Stanford University and Udacity:
CS271 - Introduction to Artificial Intelligence, which serves as an intro to different sub-disciplines within AI
CS373 - Artificial Intelligence for Robotics, which dives deeper into Autonomous robotics topics like Kalman Filter
, PID Controls
, and SLAM
...
If you are interested in these courses, you should definitely use this book as a reference.
About the authors
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.
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 has been a professor at the University of Southern California
and a research faculty member at UC Berkeley
.
Stuart Russell received his B.A. with first-class honours in physics from Oxford University
in 1982, and his Ph.D. in Computer Science from Stanford University
in 1986.
He then joined the faculty of the UC 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 1998, he gave the Forsythe Memorial Lectures at Stanford University.
He has published over 100 papers on a wide range of topics in artificial intelligence.
Artificial Intelligence: A Modern Approach, 3e offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence. Notable topics covered includes:
Adversarial Search
Constraint Satisfaction
Probabilistic Reasoning
Reinforcement Learning
Natural Language Processing
Robotics Guidance & Navigation
and many more.
Being number-one in its field, this is an ideal introductory textbook for one or two-semester, undergraduate or graduate-level courses in Artificial Intelligence (AI).
Dr. Peter Norvig (main author) and Dr. Sebastian Thrun (contributing writer) have been teaching wildly popular AI online courses via Stanford University and Udacity:
CS271 - Introduction to Artificial Intelligence, which serves as an intro to different sub-disciplines within AI
CS373 - Artificial Intelligence for Robotics, which dives deeper into Autonomous robotics topics like Kalman Filter
, PID Controls
, and SLAM
...
If you are interested in these courses, you should definitely use this book as a reference.
About the authors
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.
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 has been a professor at the University of Southern California
and a research faculty member at UC Berkeley
.
Stuart Russell received his B.A. with first-class honours in physics from Oxford University
in 1982, and his Ph.D. in Computer Science from Stanford University
in 1986.
He then joined the faculty of the UC 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 1998, he gave the Forsythe Memorial Lectures at Stanford University.
He has published over 100 papers on a wide range of topics in artificial intelligence.