Artificial Intelligence: A Modern Approach |
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The following table summarizes the major AI textbooks for introductoryAI and for related topics, ordered by their Amazon.com Sales Rank within each topic.Lisp Winston Horn Pdf Online
Author | Intro AI | Year | Pages | Amazon | Code |
---|---|---|---|---|---|
Russell, Norvig | AI: A Modern Approach (2nd ed.) | 2002 | 1100 | 3,000 | 2M Lisp, Python, Java |
Winston | AI (3rd ed.) | 1992 | 691 | 78,000 | 55KLisp |
Nilsson | AI: A New Synthesis | 1998 | 536 | 92,000 | None |
Dean, Allen, Aloimonos | AI: Theory and Practice | 1994 | 650 | 230,000 | 419K Lisp,C++ |
Luger | AI: Structures and Strategies .. (4th ed.) | 2002 | 1000 | 261,000 | 68K Lisp,Prolog |
Ginsberg | Essentials of AI | 1993 | 430 | 281,000 | None |
Rich, Knight | AI (2nd ed.) | 1990 | 640 | 306,000 | 33KLisp |
Poole, Mackworth, Goebel | Computational Intelligence: A Logical Approach | 1998 | 608 | 350,000 | Prolog |
Tanimoto | The Elements of AI Using Common Lisp | 1995 | 559 | 370,000 | 318KLisp |
Bender | Mathematical Methods in Artificial Intelligence | 1998 | 450 | ||
Author | Agents | Year | Pages | Amazon | Code |
Weiss | Multiagent Systems | 2000 | 648 | 45,000 | |
Cockayne, Zyda | Mobile Agents | 1998 | 312 | 168,000 | |
Rosenchein | Rules of Encounter | 1994 | 253 | 234,000 | |
Wooldridge | Reasoning about Rational Agents | 2000 | 241 | ||
Author | Planning | Year | Pages | Amazon | Code |
Ghallab, Nau, Traverso | Automated Planning:theory and Practice | 1994 | 635 | 475,000 | |
Zweben | Intelligent Scheduling | 1994 | 754 | 327,000 | |
Yang | Intelligent Planning | 1998 | 264 | ||
Author | Search | Year | Pages | Amazon | Code |
Mitchell | An Introduction to Genetic Algorithms | 1998 | 224 | 14,000 | |
Goldberg | Genetic Algorithms in Search .. | 1989 | 412 | ||
Author | Logic | Year | Pages | Amazon | Code |
Clarke, Grumberg, Peled | Model Checking | 2000 | 330 | 61,000 | |
Davis | Engines of Logic | 2001 | 272 | 134,000 | |
Quine | Mathematical Logic | 1981 | ? | 181,000 | |
Newborn, Newborn | Automated Theorem Proving | 2001 | 231 | ||
Author | Uncertainty | Year | Pages | Amazon | Code |
Pearl | Causality: Models, reasoning and Inference | 2001 | 384 | 14,000 | |
Pearl | Probabilistic Reasoning in Intelligent Systems | 1986 | 552 | ||
Author | Machine Learning | Year | Pages | Amazon | Code |
Hastie, Tibshirani, Friedman | The Elements of Statistical Learning | 2001 | 6,000 | ||
Bishop | Neural Netowrks for Pattern Recognition | 1996 | 504 | 11,000 | |
Witten, Frank | Data Mining: Practical Machine Learning Tools .. | 1999 | 12,000 | 4M Java | |
Cristianini, Shawe-Taylor | An Introduction to Support Vector Machines | 2000 | 189 | 13,000 | |
Duda, Hart, Stork | Pattern Classification (2nd ed.) | 2000 | 14,000 | Matlab | |
Mitchell | Machine Learning | 1997 | 432 | 38,000 | |
Sutton, Barto | Reinforcement Learning: An Introduction | 1998 | 432 | 49,000 | |
Ripley | Pattern Recognition and Neural Networks | 1995 | 403 | 74,000 | Fortran |
Vapnik | Statistical Learning Theory | 1998 | 736 | 79,000 | |
Kearns, Vazirani | An Introduction to Computational Learning Theory | 1994 | 221 | 173,000 | |
Quinlan | C4.5: Programs for machine Learning | 1993 | 302 | ||
Author | Natural Language | Year | Pages | Amazon | Code |
Jurafsky, Martin | Speech and Language Processing | 2000 | 960 | 17,000 | |
Manning, Schutze | Foundations of Statistical NLP | 1999 | 620 | 34,000 | |
Witten, Moffat, Bell | Managing Gigabytes | 1999 | 519 | 43,000 | |
Jelinek | Statistical Methods for Speech Recognition | 1998 | 300 | 47,000 | |
Allen | Natural Language Understanding | 1995 | ? | 47,000 | Lisp |
Charniak | Statistical Language Learning | 1996 | 192 | 89,000 | C++ |
Sag, Wasow | Syntactic Theory | 1999 | 440 | 181,000 | |
Author | Robotics | Year | Pages | Amazon | Code |
Braitenberg | Vehicles | 1986 | 168 | 43,000 | |
Murphy | An Introduction to AI Robotics | 2000 | 400 | 43,000 | |
Kortenkamp et al. | AI and Mobile Robots | 1998 | 400 | 69,000 | |
Arkin | Behavior-Based Robotics | 1998 | 491 | 80,000 | |
Dudek, Jenkin | Computational Principles of Mobile Robotics | 2000 | 280 | ||
Author | Perception | Year | Pages | Amazon | Code |
Forsyth, Ponce | Computer Vision: A Modern Approach | 2002 | 720 | 37,000 | |
Marr | Vision: A Computational Investigation.. | 1983 | ? | 41,000 | |
Palmer | Vision Science | 1999 | 760 | ||
Author | Philosophy | Year | Pages | Amazon | Code |
Kurzweil | The Age of Spiritual Machines | 2000 | 388 | 7,000 | |
Brooks | Flesh and Machines: How Robots Will Change Us | 2002 | 260 | 16,000 | |
Dennett | Consciousness Explained | 1992 | ? | 17,000 | |
Minsky | The Society of Mind | 1988 | ? | 18,000 | |
Simon | The Sciences of the Artificial (3rd ed.) | 1996 | 215 | 25,000 | |
Searle | The Mystery of Consciousness | 1997 | 224 | 40,000 | |
Winograd, Flores | Understanding Computers and Cognition | 1987 | 224 | 51,000 | |
Clark | Being There | 1998 | 308 | 55,000 | |
Moravec | Robot: Mere Machine to Transcendent Mind | 2000 | 240 | 57,000 | |
Dreyfus | What Computers Still Can't Do | 1992 | 429 | ||
Author | Lisp Programming | Year | Pages | Amazon | Code |
Graham | ANSI Common Lisp | 1995 | 432 | 10,000 | 46K Lisp |
Sussman, Abelson | TheStructure and Interpretation of Computer Programs | 1996 | 657 | 30,000 | Scheme |
Norvig | Paradigms of AI Programming | 1992 | 946 | 74,000 | 481K Lisp |
Winston, Horn | Lisp | 1989 | 611 | 76,000 | Lisp |
Graham | On Lisp | 1994 | 413 | 90,000 | 56K Lisp |
Wilensky | Common LispCraft | 1986 | 500 | 243,000 | None |
Forbus,de Kleer | Building ProblemSolvers | 1993 | 716 | 337,000 | Lisp |
Charniak, Riesbeck,McDermott | AI Programming | 1987 | 533 | 939,000 | ? |
Author | Prolog Programming | Year | Pages | Amazon | Code |
Bratko | Prolog Programming for AI (3rd ed.) | 1990 | 678 | 69,000 | Prolog |
Clocksin, Mellish | Programming in Prolog (3rd edition) | 1987 | 281 | 108,000 | ? |
O'Keefe | The Craft of Prolog | 1990 | 411 | 269,000 | ? |
Shoham | AI Techniques in Prolog | 1994 | 327 | 836,000 | |
Author | C++/Java/Python | Year | Pages | Amazon | Code |
Tracy, Bouthoorn | Object-Oriented AI in C++ | 1996 | 468 | 338,000 | |
Author | Reference | Year | Pages | Amazon | Code |
Wilson | MIT Encyclopedia of the Cognitive Sciences | 1999 | ? | 270,000 | |
Shapiro | Encyclopedia of AI (2nd ed.) | 1992 | 1792 | 730,000 | |
Arbib | Handbook of Brain Theory and Neural Networks (2nd ed.) | 2002 | 1344 | 1,958,000 |
Lisp Winston Horn Pdf Converter
AI: A Modern Approach by Stuart Russell and Peter Norvig | Modified: May 16, 2007 |