|
|
The following table summarizes the major AI textbooks for introductory AI and for related topics, ordered by their Amazon.com Sales Rank within each topic.
|
|
Intro AI
|
Year
|
Pages
|
Amazon
|
Code
|
|
|
|
2002
|
1100
|
|
|
|
|
|
1992
|
691
|
|
|
|
|
|
1998
|
536
|
|
None
|
|
|
|
1994
|
650
|
|
|
|
|
|
2002
|
1000
|
|
|
|
|
|
1993
|
430
|
|
None
|
|
|
|
1990
|
640
|
|
|
|
|
|
1998
|
608
|
|
|
|
|
|
1995
|
559
|
|
|
|
Bender
|
|
1998
|
450
|
|
|
|
Author
|
Agents
|
Year
|
Pages
|
Amazon
|
Code
|
|
Weiss
|
Multiagent Systems
|
2000
|
648
|
|
|
|
Cockayne, Zyda
|
|
1998
|
312
|
|
|
|
|
|
1994
|
253
|
|
|
|
|
|
2000
|
241
|
|
|
|
Author
|
Planning
|
Year
|
Pages
|
Amazon
|
Code
|
|
|
|
1994
|
635
|
|
|
|
|
|
1994
|
754
|
|
|
|
|
|
1998
|
264
|
|
|
|
|
|
|
|
|
|
|
Author
|
Search
|
Year
|
Pages
|
Amazon
|
Code
|
|
|
|
1998
|
224
|
|
|
|
Goldberg
|
Genetic Algorithms in Search ...
|
1989
|
412
|
|
|
|
|
|
|
|
|
|
|
Author
|
Logic
|
Year
|
Pages
|
Amazon
|
Code
|
|
Clarke, Grumberg, Peled
|
Model Checking
|
2000
|
330
|
|
|
|
Davis
|
Engines of Logic
|
2001
|
272
|
|
|
|
Quine
|
Mathematical Logic
|
1981
|
?
|
|
|
|
Newborn, Newborn
|
Automated Theorem Proving
|
2001
|
231
|
|
|
|
|
|
|
|
|
|
|
Author
|
Uncertainty
|
Year
|
Pages
|
Amazon
|
Code
|
|
|
|
|
|
|
|
|
|
Causality: Models, reasoning and Inference
|
2001
|
384
|
|
|
|
|
Probabilistic Reasoning in Intelligent Systems
|
1986
|
552
|
|
|
|
|
|
|
|
|
|
|
Author
|
Machine Learning
|
Year
|
Pages
|
Amazon
|
Code
|
|
|
|
|
|
|
|
|
|
The Elements of Statistical Learning
|
2001
|
|
|
|
|
|
|
1996
|
504
|
|
|
|
|
|
1999
|
|
|
|
|
|
|
2000
|
189
|
|
|
|
|
|
2000
|
|
|
|
|
|
|
1997
|
432
|
|
|
|
|
Reinforcement Learning: An Introduction
|
1998
|
432
|
|
|
|
|
|
1995
|
403
|
|
|
|
|
Statistical Learning Theory
|
1998
|
736
|
|
|
|
|
An Introduction to Computational Learning Theory
|
1994
|
221
|
|
|
|
|
|
1993
|
302
|
|
|
|
|
|
|
|
|
|
|
Author
|
Natural Language
|
Year
|
Pages
|
Amazon
|
Code
|
|
|
|
2000
|
960
|
|
|
|
|
|
1999
|
620
|
|
|
|
|
|
1999
|
519
|
|
|
|
|
|
1998
|
300
|
|
|
|
|
|
1995
|
?
|
|
|
|
|
Statistical Language Learning
|
1996
|
192
|
|
|
|
|
|
1999
|
440
|
|
|
|
|
|
|
|
|
|
|
Author
|
Robotics
|
Year
|
Pages
|
Amazon
|
Code
|
|
Braitenberg
|
Vehicles
|
1986
|
168
|
|
|
|
|
|
2000
|
400
|
|
|
|
Kortenkamp et al.
|
AI and Mobile Robots
|
1998
|
400
|
|
|
|
|
|
1998
|
491
|
|
|
|
Dudek, Jenkin
|
Computational Principles of Mobile Robotics
|
2000
|
280
|
|
|
|
|
|
|
|
|
|
|
Author
|
Perception
|
Year
|
Pages
|
Amazon
|
Code
|
|
|
|
2002
|
720
|
|
|
|
Marr
|
Vision: A Computational Investigation...
|
1983
|
?
|
|
|
|
Palmer
|
Vision Science
|
1999
|
760
|
|
|
|
|
|
|
|
|
|
|
Author
|
Philosophy
|
Year
|
Pages
|
Amazon
|
Code
|
|
Kurzweil
|
The Age of Spiritual Machines
|
2000
|
388
|
|
|
|
|
Flesh and Machines: How Robots Will Change Us
|
2002
|
260
|
|
|
|
|
Consciousness Explained
|
1992
|
?
|
|
|
|
|
The Society of Mind
|
1988
|
?
|
|
|
|
|
The Sciences of the Artificial (3rd ed.)
|
1996
|
215
|
|
|
|
|
The Mystery of Consciousness
|
1997
|
224
|
|
|
|
|
Understanding Computers and Cognition
|
1987
|
224
|
|
|
|
Clark
|
Being There
|
1998
|
308
|
|
|
|
|
|
2000
|
240
|
|
|
|
|
What Computers Still Can't Do
|
1992
|
429
|
|
|
|
|
|
|
|
|
|
|
Author
|
Lisp Programming
|
Year
|
Pages
|
Amazon
|
Code
|
|
|
|
1995
|
432
|
|
|
|
|
|
1996
|
657
|
|
|
|
|
|
1992
|
946
|
|
|
|
|
|
1989
|
611
|
|
|
|
|
|
1994
|
413
|
|
|
|
|
|
1986
|
500
|
|
None
|
|
|
|
1993
|
716
|
|
|
|
|
|
1987
|
533
|
|
?
|
|
Author
|
Prolog Programming
|
Year
|
Pages
|
Amazon
|
Code
|
|
|
|
1990
|
678
|
|
|
|
|
Programming in Prolog (3rd edition)
|
1987
|
281
|
|
?
|
|
|
The Craft of Prolog
|
1990
|
411
|
|
?
|
|
|
AI Techniques in Prolog
|
1994
|
327
|
|
|
|
|
|
|
|
|
|
|
Author
|
C++/Java/Python
|
Year
|
Pages
|
Amazon
|
Code
|
|
Tracy, Bouthoorn
|
|
1996
|
468
|
|
|
|
Author
|
Reference
|
Year
|
Pages
|
Amazon
|
Code
|
|
Wilson
|
MIT Encyclopedia of the Cognitive Sciences
|
1999
|
?
|
|
|
|
|
Encyclopedia of AI (2nd ed.)
|
1992
|
1792
|
|
|
|
|
Handbook of Brain Theory and Neural Networks (2nd ed.)
|
2002
|
1344
|
|
|
|
|