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We have decided that we can no longer keep up with all the great AI content on the web. So we are no longer maintaining this page.
If you found our old list useful, you are still free to use this page. In addition, you are free to download any of the following:
- Source list of AI URLs and categories.
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Content as it was in 2015 (Some Obsolete)
Overview of AI
Highly Recommended Links
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AI FAQ*+ AI Topics*+ AIMA Bibliography*+ AIMA Home*+ Amazon.com's list*+ Common Lisp Hyperspec*+ Lisp FAQ*+ Logical Fallacies* Online Logic Text* Papers on Consciousness*+ Prolog FAQ* Python.org*+ Reinforcement Learning Tutorial* ResearchIndex*+ What is AI*+
BotSpot*+ Java Links*+ ML Resources* Software Agents* The Data Mine*
Artificial Intelligence*+ JAIR*+
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AAAI Fellows*+ Bayesians list*+ ML/CBR People*+ Peirce, Charles S*+ Turing, Alan*+ UAI list*
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AI Companies*+
AgentNews (UMBC)*+ comp.ai*
CMU Repository*+ Chinook: checkers* Managing Gigabytes*+ WordNet*+
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AI Search (RMIT)* Agents Web (UMBC)*+ CMU*+ MIT*+ Microsoft DTG*+ NYU Linguistics* Ontolingua* SRI*+ Stanford*+ USC/ISI*+
AAAI*+ ACL*+ Irvine Machine Learning*+ Robocup*+ Spam Archive*+
Alan Perlis Epigrams*+ Bayes Limited*+ Lisp Humor*
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Intelligent Agents
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Agent Transfer Protocol Intelligent Wireless Web Multiagent Dynamics Negotiation Bib Soar: Cognitive Architecture
Agent Links AgentLink+ BotSpot*+ Economics Game Theory hotlist Google (Agents) Multi-Agent Pointers Software Agents* WPI: MAS list Web Robots
MAS Journal
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Agre, Phil Brooks, Rod Doyle, Jon Durfee, Ed Finin, Tim+ Gasser, Les Genesereth, Michael Grosof, Benjamin Hayes-Roth, Barbara Hearst, Marti Hogg, Tad+ Honavar, Vasant Huhns, Michael Kaelbling, Leslie Kowalski, Robert Laird, John Lenat, Douglas Lesser, Victor Levesque, Hector Lieberman, Henry Maes, Pattie Nilsson, Nils Norvig, Peter+ Rosenchein, Jeff Russell, Stuart+ Selker, Ted+ Shoham, Yoav+ Singh, Munindar Stein, Lynn Tambe, Milind Turing, Alan*+ Wellman, Michael Winograd, Terry+ Wooldridge, Michael Zilberstein, Shlomo+ Zweben, Monte
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Agentis Agentland Agentware Systems BotBox Charles River Cybion Daxtron Labs Entrieva I-C2 Systems Soar Technology+ Verity
AgentNews (UMBC)*+
Agentsheets+ Mark Watson
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Agents (IBM) Agents Web (UMBC)*+ Autonomous (MIT) EKSL (UMass) Iowa State OZ Project (CMU) Softbot (Washington) UMass Anytime Reasoning Umass Multi-Agent Systems
TARK
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Search and Game Playing
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Amit's game Programming+ Anatomy of Chess Programs Computational Complexity of Games+ Deep Blue/Kasparov: chess Go Bibliography Knowledge in Games
AI Wisdom+ AI in Games+ AI: Games (Open Directory) Game Links+ GameDev.net AI+ Google (Search) Machine Learning in Games
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Berliner, Hans+ Bratko, Ivan Ebeling, Carl Kanal, Laveen Kasparov, Gary+ Korf, Richard Kumar, Vipin McAllester, David Michie, Donald Nau, Dana Nilsson, Nils Pearl, Judea Pohl, Ira Schaeffer, Jonathan+
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Koalog+ NovaGenetica
comp.ai.games
Chess Programming+ Chess in Lisp Chinook: checkers* GIB (Bridge) Gamesman+ Hannibal (Othello) Local+++ Logistello (Othello) Logistello (Othello) Tetris+
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AI Search (RMIT)* CIRL TIELT+
Intnl. Comp. Chess Ass. US Go Org.+
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Logic and Knowledge Representation
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AI and Databases ANSI Ontology Logical Fallacies* Matroid Decomposition Online Guide to Constraint Programming Online Logic Text* Ontology Page R.B. Jones SUMO Upper Ontology Theorems Proved
Constraints Archive Google (KR) Google (Logic) Reasoning About Action+ SEL-HPC Theorem Proving Archive
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Adam Pease+ Allen, James+ Balzer, Bob Bibel, Wolfgang Brachman, Ron Crawford, James Davis, Ernest De Kleer, Johan Dean, Tom Dechter, Rina Doyle, Jon Elkan, Charles Etherington, David Feigenbaum, Ed+ Forbus, Ken Freuder, Eugene Geffner, Hector Genesereth, Michael Ginsberg, Matt Green, Cordell Grosof, Benjamin Hayes, Pat Hobbs, Jerry Kautz, Henry Koller, Daphne Konolidge, Kurt Kowalski, Robert Lakoff, George Lenat, Douglas Levesque, Hector Lifschitz, Vladimir Mackworth, Alan McCarthy, John+ McCune, William McDermott, Drew Morgenstern, Leora Nilsson, Nils Novak, Gordon Nute, Donald Peirce, Charles S*+ Perlis, Don Poole, David Putnam, Hilary Rapaport, W. Reiter, Ray Roman Bartak Sacerdoti, Earl Sandewall, Erik Schubert, Len Selman, Bart+ Shanahan, Murray+ Shoham, Yoav+ Simon, Herbert Smolka, Gert Sowa, John Stickel, Mark Swartout, Bill Turing, Alan*+ Waldinger, Richard Winston, Pat Wos, Larry
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Articulate Software Inc. Articulate Software+ Assistum Attar Brightware Computational Logic Cycorp ExperTelligence Gensym Haley Enterprise Intellicorp Neuron Data NovaCast Teknowledge
comp.ai.shells comp.constraints
CLIPS DTP Prover Epilog Prover Isabelle theorem prover JSAT+ Logic Software Otter PVS verification system Proof Power RuleML SOAR expert system+ Simplify SweetRules WalkSAT for Java cardTAP prover+
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Active Logic (UMD) CS157: Computational Logic Formal Reasoning (Stanford) Knowledge Systems (Australia) Ontolingua* SNePS Stanford's KSL+ Theorem Provers
KR.org TARK W3C Semantic Web
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Planning
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Graphplan Homepage
Google (Planning) Planning Domains Planning Resources
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Agre, Phil Appelt, Doug Bacchus, Fahiem Boutilier, Craig Chien, Steve David Wilkins Doyle, Jon Goldman, Robert Hansen, Eric Hendler, Jim Kambhampati, Rao Knoblock, Craig Lansky, Amy Nau, Dana Nilsson, Nils Pollack, Martha Pryor, Louise Sacerdoti, Earl Simon, Herbert Stein, Lynn Tate, Austin Waldinger, Richard Weld, Dan Wilensky, Robert Yang, Qiang Zilberstein, Shlomo+
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Ascent Gensym I-C2 Systems Koalog+ PDC (Prolog) Siscog+
Planning List
Boids (flocking agents) TRAINS UCPOP+ UMCP Planner
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Arizona State CIRL Chicago Hubble Space Telescope+ ISI JPL Planning Group O-Plan U. Maryland U. Washington
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Reasoning with Uncertainty
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History of Game Theory Jaynes' book
Decision Analysis list Google (Uncertainty)
Math Methods of OR Soft Computing
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Almond, Russ Bayesians list*+ Boutilier, Craig Breese, Jack Buntine, Wray Cheeseman, Peter D'Ambrosio, Bruce Dean, Tom Fayyad, Usama Friedman, Nir Goldszmidt, Moises Haddawy, Peter Heckerman, David Henrion, Max Hinton, Geoffrey Hirsh, Hyam Horvitz, Eric Jordan, Michael+ Kaelbling, Leslie Kasif, Simon Koenig, Sven Koller, Daphne Moore, Andrew Neal, Radford Pearl, Judea Poole, David Reiter, Ray Russell, Stuart+ Shafer, Glenn+ Smyth, Padhraic Szolovits, Peter UAI list* Wellman, Michael Zadeh, Lotfi+ Zilberstein, Shlomo+
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Agorics Bayesia+ Bayesian systems Hugin Knowledge Industries Lumina Norsys SyntelSoft
Operations Research comp.ai.fuzzy
Analytical Statistics Package Bayes Net Toolbox (Matlab) Software for Belief Nets
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CAMIS (Stanford Medical) MIT Clinical Decision Making Microsoft DTG*+ NASA Bayesian Group Stanford Stats U. of Washington Statistics UCLA stats UMass Anytime Reasoning
Assoc for Uncertainty in AI+
Bayes Limited*+
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Machine Learning
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Intro to ILP+ Introduction to ML (Nilsson) Machine Learning Dictionary+ Reinforcement Learning Tutorial*
Data Mining Products Google (Learning) Knowledge Discovery Mine Knowledge Discovery&Datamining MCMC Papers+ ML Resources* Machine Learning in Games Neural Net FAQ Neural Nets vs Statistics OFAI ML List The Data Mine*
Adaptive Behavior Artificial Life Evolutionary Computation J. Cog. Neuroscience J. Learning Sciences J. of Automated Reasoning Journal of Stat Software ML Journal Machine Learning
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Aha, David+ Barto, Andy Baum, Eric Birnbaum, Larry Blum, Avrim Bylander, Tom Collins, Alan Dawid, Philip DeJong, Jerry Dietterich, Tom Duda, Richard Ellman, Tom Fisher, Douglas Friedman, Jerome Gentner, Deidre Hammond, Kris Hart, Peter Haussler, David Hendler, Jim Hinton, Geoffrey Hirsh, Hyam Hofstader, Doug Honavar, Vasant Jordan, Michael+ Kasif, Simon Kearns, Micahel Kibler, Dennis Knoblock, Craig Koenig, Sven Kolodner, Janet Koza, John Laird, John Langley, Pat Lenat, Douglas Lewis, David Ling, Charles Lozano-Perez, Tomas ML/CBR People*+ Mahadevan, Sridhar McDermott, Drew Miikkulainen, Risto Minsky, Marvin Minton, Steve Mitchell, Melanie Mitchell, Tom+ Mooney, Ray Moore, Andrew Muggleton, Steve Neal, Radford Pazzani, Mike Poggio, Tomaso Pollack, Jordan Porter, Bruce Quinlan, Ross Reiser, Brian Reynolds, Craig+ Riesbeck, Chris Ripley, Brian Rosenbloom, Paul Russell, Stuart+ Schlimmer, Jeff Sejnowski, Terry Shavlik, Jude Singh, Satinder+ Smyth, Padhraic Srihari, Sargur Stork, David Sutton, Rich Tadepalli, Prasad Utgoff, Paul Valiant, Leslie VanLehn, Kurt Veloso, Manuela Waltz, David Warmuth, Manfred Weld, Dan Witten, Ian+
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Abtech Angoss Artificial Life Burning Glass Clementine+ Cognos Epiphany Equicom Inc.+ Fetch Technologies Gabitus Hyperparallel IBM Data Mining Information Discovery MindShadow+ NeoVista NeuralWare NeuroDimension Neuron Data Platinum Prediction Company Red Brick Rulequest SAS SGI MineSet SHAI SPSS Salford Systems Socratic Arts+ Thinking Machines Trajecta Ultragem
Connectionists GA List comp.ai.genetic comp.ai.neural-nets
CMU Repository Data Mining in Python+ Delve Project Irvine ML programs ML Programs (CMU) MLC++ Neural Software Statlib Texas Research Software UCLA Datasets WEKA ML toolkit+
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Abbadingo (Grammar Learning)+ Adaptive Control Auton+ CBCL (MIT) Iowa State Irvine Jam Project Learning Sciences Minimum Message Length NASA Automated Learning Group+ NASA Bayesian Group NEC Research Naval Research Lab New South Wales RL, Mich. St. Reinforcement (CMU) Reinforcement Learning SOAR (CMU) TIELT+ Texas UMass Adaptive Networks UMass Machine Learning Wisconsin ML
Boosting+ Classification Soc. Classification Soc. INFORMS Irvine Machine Learning*+
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Natural Language Processing
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Celex Human Language Survey NLP Dictionary
Digital Libraries Google (NLP) Linguistics & NLP list
Computational Linguistics J. Digital Libraries Machine Translation
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Allen, James+ Appelt, Doug Brill, Eric Carbonnel, Jaime Cardie, Claire Charniak, Eugene Croft, Bruce Dorr, Bonnie Dyer, Mike Grosz, Barbara Hearst, Marti Hobbs, Jerry Hovy, Ed Israel, David Joshi, Arvind Katz, Boris Knight, Kevin Lakoff, George Lehnert, Wendy Lewis, David Marcus, Mitch McCoy, Kathy Mooney, Ray Moore, Johanna Moore, Robert Mueller, Erik Norvig, Peter+ Ortony, Andrew Peters, Stanley Pinker, Steven Pollard, Carl Pullum, Geoff Pustejovsky, James Resnik, Philip Riesbeck, Chris Riloff, Ellen Rips, Lance Sag, Ivan+ Sampson, Geoffrey Schank, Roger+ Schubert, Len Schütze, Hinrich Shapiro, Stuart Stabler, Ed Steedman, Mark Steele, Oliver+ Talmy, Len Uszkoreit, Hans Webber, Bonnie Wilensky, Robert Winograd, Terry+ Witten, Ian+ Wu, Dekai Yarowsky, David+
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AnswerFriend+ AnswerLogic+ Ask Jeeves+ Burning Glass Elfsoft Excalibur Fetch Technologies InXight Inquizit Langsoft Lingo Motors Linguistic Technology Nuance Petamem+ Signiform Thunderstone Verity
Linguist comp.ai.nat-lang comp.ai.nlang-know-rep
CLIG Linguistic data grapher CMU AI Repository: NLP DFKI NLP Registry Gender Genie+ HPSG parser Link Grammar Managing Gigabytes*+ NL software registry NLBean (Java) TRAINS ThoughtTreasure WordNet in Python WordNet*+
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Berkeley Digital Library CEDAR Cedar Center for Intelligent IR (UMass) Comp. Ling. Archive Construction Grammar DFKI Language Technology Digital Libraries and Xerox HPSG Group NYU Linguistics* SRI Cambridge SRI NLP Stanford Digital Libraries
ACL*+ Linguistic Data Consortium Math of Language Spam Archive*+ Summer Institute of Linguistics
Chomskybot
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Perception and Robotics
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MIT Robotics FAQ Robotic Manipulation Robots.net comp.robotics FAQ
Google (Robotics)
Autonomous Robots J. Computer Vision Micro Control Jornal Videre (Vision) Vision and Apps.
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Arbib, Michael Arkin, Ronald Ballard, Dana Bekey, George Brooks, Rod Canny, John Dudek, Gregory Ellen Hildreth Forsyth, David Gat, Erann Gruden, Rod Hogg, Tad+ Horn, Berthold Koenig, Sven Mackworth, Alan Mahadevan, Sridhar Malik, Jitendra+ Mataric, Maja+ Moravec, Hans Murphy, Robin Nevatia, Ram Ponce, Jean Riseman, Edward Shoham, Yoav+ Tanimoto, Steve Thrun, Sebastian Veloso, Manuela Waltz, David
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American Robot Energid Evolution Robotics Evolution Robotics IS Robotics Kurzweil Robosapien+ Robotic Systems
comp.ai.vision comp.robotics comp.robotics.research
PyroRobotics+ Robosapien Dance Machine+
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Berkeley Robotics Berkeley Vision Brown U. Robotics CMU NavLab CMU Robotics Cal Tech Robotics Cognitive Robotics (Toronto) Cornell Robotics and Vision Harvard Robotics Johns Hopkins Robotics MIT Mobile Robots+ McGill NASA Robots Stanford Robotics UMass Computer Vision UMass Perceptual Robotics USC Modular Robotics USC Robotics USC Robotics
Robocup*+
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Philosophy and the Future
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Computing Machinery+ Empirical Methods for AI Ethics in Computing Papers on Consciousness*+ R.B. Jones Risks of AI The Future Doesn't Need Us (B. Joy) The Future Needs Us (F. Dyson)
Google (Philosophy) Philosophy list Philosophy of Mind Biblio+ Philosophy papers online
Minds & Machines
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Bratman, Michael Chalmers, David+ Dennett, Daniel Dreyfus, Bert Etchemendy, John Israel, David Nute, Donald Peirce, Charles S*+ Perry, John Pinker, Steven Searle, John Turing, Alan*+
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comp.ai.philosophy
AARON (CyberArt)
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Brain in a Vat
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AI Programming (Lisp)
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Common Lisp Hyperspec*+ History of Lisp 1 History of Lisp 2 Language Shootout+ Lisp FAQ*+ Lisp Packages Lisp Tutorial (Civilized) Lisp Tutorial (Hopkins) Lisp Tutorial (Texas A&M) Lisp, C++, Java, Dylan Python vs Lisp
Cliki CL Links+ Google (Lisp) Lemonodor+ Lisp Refs (CMU) Lisp Textbook Code
J. Funct. & Logic Prog. Lisp & Symbolic Computation
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Abelson, Hal+ Charniak, Eugene De Kleer, Johan Forbus, Ken Graham, Paul Hewitt, Carl Horn, Berthold Kantrowitz, Mark Knight, Tom McDermott, Drew Norvig, Peter+ Riesbeck, Chris Siskind, Jeffrey Sussman, Jerry Watson, Mark Wilensky, Robert Winston, Pat
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Digitool Franz+ Schemers
comp.ai.shells comp.lang.clos comp.lang.lisp comp.lang.scheme comp.lang.smalltalk
AARON (CyberArt) Babylon Expert System CLIPS Chess in Lisp DTP Prover Epilog Prover Lisp HTTP Server TRAINS ThoughtTreasure
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Assoc. Lisp Users Cons.org
Alan Perlis Epigrams*+ Girls just wanna defun Hacker's Dictionary Joe Lisp Lisp Humor*
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AI Programming (C++ and Java)
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Agents using Java+ JavaBayes+ Language Shootout+ Lisp, C++, Java, Dylan
Google (C++) Google (Java) Java Links*+
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Hall, Marty Peter Bouthorn+ Tracy, Kim+ Watson, Mark
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comp.lang.c++ comp.lang.java
AI Library in C++ AI Programming in Java+ HTK Hidden Markov Toolkit+ Intelligent Java Applications Interactive Programming in Java+ JESS rule engine JSAT+ Link Grammar Local+++ MLC++ NLBean (Java) Otter UMCP Planner WalkSAT for Java
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AI Programming (Python)
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Language Shootout+ Python Essential Ref Python vs Lisp Python.org*+
Google (Python)
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Norvig, Peter+ Steele, Oliver+ Strout, Joe
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comp.lang.python
Data Mining in Python+ Puzzle Solving in Python PyroRobotics+ WordNet in Python
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AI Programming (Prolog)
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Interactive Prolog Guide Language Shootout+ Prolog Dictionary+ Prolog FAQ* Prolog Standard Prolog Tutorial
Google (Prolog)
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Bratko, Ivan Mellish, Chris O'Keefe, Richard Roman Bartak
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LPA PDC (Prolog)
comp.lang.prolog
AIMA code in Prolog+ Mercury
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