AI on the Web

This page points to other sites around the web with information on Artificial Intelligence. It is organized according to the chapters in the book AI: A Modern Approach but should be of use to anyone in AI. Overall, we feel that the most comprehensive list of AI links is the Canadian National Research Council's Institute for Information Technology, or IIT. If you want the most comprehensive list, go there. The best set of integrated introductory materials is the AAAI AI Topics collection; go there if you want to browse through authored introductory pages with links. But if you want a list of 825 links all on one page, stay here.

Links in Bold* followed by a star are especially useful and interesting sites. If you have new links to add, or want to nominate one for a star, let us know. The list of topics is:

Overview of AI
Highly Recommended Links
Intelligent Agents
Search and Game Playing
Logic and Knowledge Representation
Planning
Reasoning with Uncertainty
Machine Learning
Natural Language Processing
Perception and Robotics
Philosophy and the Future
AI Programming (Lisp)
AI Programming (Java)
AI Programming (Python)
AI Programming (Prolog)
AI Programming (C++)

Overview of AI

Reference

AIMA Bibliography*
AIMA Ch. 1
AIMA Home*
AI Patents
AI Patents
AI Topics*
Cora*
Intro to AI
Karlsruhe Bibliography
Promises of Computing
ResearchIndex*
What is AI*

Lists of Links

AIBits
AI Education
AI FAQ*
AI on the WWW
AI Virtual Library
Canadian IIT*
CMU list
Excite's list
Generation 5
Google (AI)
GSB/GSL (MIT)
London Collection
Outsider's Guide
Reading Library
SIGART Other
SIGART Subject List
Yahoo Directory
Yahoo list

Organizations

AAAI
ACM list
AISB
IEEE
IJCAI 2001
Loebner Prize
Neural Net Conferences
SIGART*

Journals

AI Magazine
AI Review
Artificial Intelligence*
CS Tech Reports
ETAI Journal
IEEE Intelligent Systems
IIT list
JAIR*
Kluwer Journals
Machine Learning
PC AI

People

AAAI Fellows*
Allen, James
Brooks, Rod
Charniak, Eugene

Dean, Tom
Dechter, Rina
Feigenbaum, Ed
Genesereth, Michael

Grosz, Barbara
Hayes, Pat
Heckerman, David
Hinton, Geoffrey

IIT list*
Jordan, Michael
Joshi, Arvind
Kaelbling, Leslie
Kautz, Henry
Kolodner, Janet
Korf, Richard
Lehnert, Wendy
Maes, Pattie
McCarthy, John
McDermott, Drew
Michie, Donald
Minsky, Marvin
Mitchell, Tom
Moore, Andrew
Newell, Allen
Nilsson, Nils
Pearl, Judea

Reiter, Ray
Russell, Stuart
Schank, Roger
Schubert, Len
Selman, Bart
Shapiro, Stuart
Shapiro, Stuart
Shoham, Yoav
Simon, Herbert
Stein, Lynn
Szolovits, Peter
Tate, Austin
Turing, Alan*
Valiant, Leslie
Waltz, David
Webber, Bonnie
Wellman, Michael
Wilensky, Robert
Winograd, Terry
Winston, Pat

Companies

Acknosoft
Agentland
AI Companies*
Ascent
Brightware
Carnegie Group
Charles River
Computational Logic
Cybion
Cycorp
Excalibur
ExperTelligence
Gensym
Haley Enterprise
Hugin
IIT list*
Inference
Intellicorp
Knowledge Industries
Kurzweil
LPA
Lumina
Neuron Data
Norsys
SHAI
Teknowledge
Thinking Machines
Ultragem
Yahoo list

News & Mail

comp.ai.edu
comp.ai.jair.announce
comp.ai*
IIT list

Software

AARON (CyberArt)
CMU Repository*

Research Groups

AIAI
Austrian AI
Brown
CMU*
DFKI Saarbrucken
Edinburgh
EKSL (UMass)
Georgia Tech
IIT list
Illinois
Irvine
JPL (NASA) AI
Michigan
Microsoft DTG*
MIT*
New S. Wales
Northwestern
Oregon
Others
Pittsburgh
Rochester
Santa Fe
SRI*
Stanford*
Texas
UMass
UPenn
USC/ISI*
Washington
Xerox PARC
Yale

Books

AIMA Bibliography*
Amazon.com's list*
Bender
Comparison
Dean
Encyclopedia of AI*
Ginsberg
Kurzweil
Russell & Norvig*
Saarbrucken
Vienna Bibliography
Winston

Highly Recommended Links

Reference

AIMA Bibliography*
AIMA Home*
AI Topics*
Common Lisp Hyperspec*
Cora*
Lisp FAQ*
Logical Fallacy page*
Online Logic Text*
Prolog FAQ*

ResearchIndex*
What is AI*

Lists of Links

Agents Abroad*
AI FAQ*
BotSpot*
Canadian IIT*
ML Resources*
Software Agents*
The Data Mine*

Organizations

Irvine Machine Learning*
SIGART*
The Agent Society*

Journals

Artificial Intelligence*
JAIR*

People

AAAI Fellows*
Bayesians list*
IIT list*
ML/CBR People*
Peirce, Charles S*
Turing, Alan*
UAI list*

Companies

AI Companies*
IIT list*

News & Mail

AgentNews (UMBC)*
comp.ai*

Software

CMU Repository*
WordNet*

Humor

Alan Perlis Epigrams*
Bayes Limited*
Lisp Humor*

Research Groups

Agents (UMBC)*
CMU*
Microsoft DTG*
MIT*
Ontolingua*
SRI*
Stanford*
USC/ISI*

Books

AIMA Bibliography*
Amazon.com's list*
Encyclopedia of AI*
Managing Gigabytes*
Russell & Norvig*

Intelligent Agents

Reference

Agent Transfer Protocol
AIMA Ch. 2
InfoSleuth Project Index
Multiagent Dynamics
Negotiation Bib

Lists of Links

Agent Links
Agent Links
Agents Abroad*
Agents sites
BotSpot*
Economics
Game Theory
Google (Agents)
Multi-Agent Pointers
Software Agents*
Umass: Learning in MAS/DAI
Web Robots
WPI: MAS list

Organizations

Agents 98
Multiagent Systems
TARK
The Agent Society*

Journals

MAS Journal

People

Agre, Phil
Brooks, Rod
Doyle, Jon
Durfee, Ed
Finin, Tim
Gasser, Les
Genesereth, Michael
Hayes-Roth, Barbara
Hearst, Marti
Honavar, Vasant
Huhns, Michael
Kaelbling, Leslie
Kowalski, Robert
Laird, John
Lenat, Douglas
Lesser, Victor
Levesque, Hector
Lieberman, Henry
Maes, Pattie
Mason, Cindy
Nilsson, Nils
Norvig, Peter
Russell, Stuart
Selker, Ted
Shoham, Yoav
Singh, Munindar
Stein, Lynn
Tambe, Milind
Turing, Alan*
Wellman, Michael
Winograd, Terry
Wooldridge, Michael
Zilberstein, Shlomo

Companies

Agentland
Agentware
BotBox
Charles River
Cybion
Firefly
Verity

News & Mail

AgentNews (UMBC)*

Research Groups

Acacia
Agents (IBM)
Agents (UMBC)*
Autonomous (MIT)
Distributed AI (Umass)
EKSL (UMass)
Iowa State
Nobotics (Stanford)
OZ Project (CMU)
Softbot (Washington)
Software Agents (UK)
UMass Anytime Reasoning

Books

Agency in Action
Agents At Large
Agent Sourcebook
Agent Sourcebook
Interaction & Agency
Mark Watson
Mobile Agents
Rules of Encounter
Soar: Cognitive Architecture

Search and Game Playing

Reference

AIMA Ch. 3-5
Deep Blue/Kasparov: chess
Go Bibliography

Lists of Links

AI in Games
Game Programming
Games
Google (Search)
Machine Learning in Games

Organizations

Intnl. Comp. Chess Ass.
US Go Org.

People

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

Companies

NovaGenetica

News & Mail

comp.ai.games

Software

Chinook: checkers
Hannibal (Othello)
Logistello (Othello)
Othello in Java

Research Groups

CIRL

Logic and Knowledge Representation

Reference

AI and Databases
AIMA Ch. 6-10
ANSI Ontology
Description Logic
Logical Fallacy page*
Online Logic Text*
Ontology Page
R.B. Jones
Theorems Proved

Lists of Links

Constraints Archive
Constraints FTP site
Google (KR)
Google (Logic)
IIT Expert System list
IIT Logic list
Reasoning About Action
SEL-HPC Theorem Proving Archive

Organizations

KR '98
KR.org
TARK

People

Ait-Kaci, Hassan
Allen, James
Balzer, Bob
Barwise, John
Bibel, Wolfgang
Brachman, Ron
Crawford, James
Davis, Ernest
Dean, Tom
Dechter, Rina
De Kleer, Johan
Doyle, Jon
Elkan, Charles
Etherington, David
Feigenbaum, Ed
Forbus, Ken
Freuder, Eugene
Geddis, Don
Geffner, Hector
Genesereth, Michael

Green, Cordell
Hayes, Pat
Hobbs, Jerry
Kautz, Henry

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

Rapaport, W.
Reiter, Ray
Sacerdoti, Earl
Sandewall, Erik
Schubert, Len
Selman, Bart
Shanahan, Murray
Shapiro, Stuart
Shoham, Yoav
Simon, Herbert
Smolka, Gert
Sowa, John
Stickel, Mark
Suppes, Patrick
Swartout, Bill
Thomason, Rich
Turing, Alan*
Waldinger, Richard
Winston, Pat
Wos, Larry

Companies

Assistum
Attar
Brightware
Carnegie Group
Computational Logic
Cycorp
ExperTelligence
Gensym
Haley Enterprise
Inference
Intellicorp
Neuron Data
NovaCast
Servile
Teknowledge

News & Mail

comp.ai.shells
comp.constraints

Software

CLIPS
DTP Prover
Epilog Prover
Logic Software
Otter
Proof Power
Simplify

Research Groups

Active Logic (UMD)
CS157: Computational Logic
Formal Reasoning (Stanford)
Knowledge Systems (Australia)
Ontolingua*
SNePS
Stanford's KSL
Theorem Provers

Books

Matroid Decomposition

Planning

Reference

AIMA Ch. 11-13
Graphplan Homepage

Lists of Links

Google (Planning)
Planning Domains
Planning Resources

People

Agre, Phil
Appelt, Doug
Bacchus, Fahiem
Boutilier, Craig
Chien, Steve
David Wilkins
Doyle, Jon
Goldman, Robert
Hanks, Steve
Hansen, Eric
Hendler, Jim
Kambhampati, Rao
Knoblock, Craig
Lansky, Amy
Nau, Dana
Nilsson, Nils
Pryor, Louise
Sacerdoti, Earl
Simon, Herbert
Stein, Lynn
Tate, Austin
Waldinger, Richard
Weld, Dan
Wilensky, Robert
Zilberstein, Shlomo

Companies

Ascent
Gensym
Inference
PDC (Prolog)
Red Pepper

News & Mail

Planning List

Software

Tileworld
TRAINS
UCPOP
UMCP Planner

Research Groups

Arizona State
Chicago
CIRL
Hubble Space Station
ISI
O-Plan
U. Maryland
U. Washington

Reasoning with Uncertainty

Reference

AIMA Ch. 14-17

History of Game Theory

Lists of Links

Decision Analysis list
Google (Uncertainty)
IIT Bayes list

Organizations

Assoc for Uncertainty in AI

Journals

Math Methods of OR
Soft Computing

People

Almond, Russ
Bayesians list*
Boutilier, Craig




Dean, Tom
Fayyad, Usama
Friedman, Nir


Heckerman, David

Hinton, Geoffrey
Hirsh, Hyam

Jordan, Michael
Kaelbling, Leslie
Kasif, Simon


Moore, Andrew

Pearl, Judea


Reiter, Ray
Russell, Stuart
Shafer, Glenn

Szolovits, Peter
UAI list*
Wellman, Michael

Zilberstein, Shlomo

Companies

Agorics
Bayesian systems
Hugin
Knowledge Industries
Lumina
Norsys
SyntelSoft

News & Mail

AI-Stats Archive
AI/Stats Mailing List
comp.ai.fuzzy
Operations Research

Software

Analytical Statistics Package
Software for Belief Nets

Humor

Bayes Limited*

Research Groups

CAMIS Group (Stanford Medical)
CAMIS (Stanford Medical)
Microsoft DTG*
MIT Clinical Decision Making
NASA Bayesian Group
Stanford Stats
UCLA stats
UMass Anytime Reasoning
U. of Washington Statistics

Books

Jaynes' book

Machine Learning

Reference

AIMA Ch. 18-21
Intro to ILP

Statistics (IIT)

Lists of Links

Data Mining Products
Google (Learning)
IIT list
Knowledge Discovery&Datamining
Knowledge Discovery Mine
Machine Learning in Games
Machine Learning list
MCMC Papers
ML Resources*
Neural Net FAQ
Neural Nets vs Statistics
OFAI ML List
Statistics list
The Data Mine*
Umass: Learning in MAS/DAI

Organizations

AI Stats Soc.
Classification Soc.
Classification Soc.
INFORMS
Irvine Machine Learning*
Neural Net Conferences

Journals


Artificial Life
Evolutionary Computation
Intelligent Data Analysis
Intelligent Intuition
J. Cog. Neuroscience
J. Learning Sciences
J. of Automated Reasoning
Journal of Stat Software
Machine Learning
ML Journal

People

Aha, David
Barto, Andy
Baum, Eric
Birnbaum, Larry
Blum, Avrim
Bylander, Tom
Collins, Alan
Collins, Greg
Dawid, Philip
DeJong, Jerry
Dietterich, Tom
Ellman, Tom
Friedman, Jerome
Gentner, Deidre
Hammond, Kris
Hanks, Steve
Haussler, David
Hendler, Jim
Hinton, Geoffrey
Hirsh, Hyam
Hofstader, Doug
Honavar, Vasant
Jordan, Michael
Kasif, Simon
Kibler, Dennis
Knoblock, Craig

Kolodner, Janet
Koza, John
Laird, John
Langley, Pat
Lenat, Douglas
Lewis, David
Ling, Charles
Lozano-Perez, Tomas
Mahadevan, Sridhar
McDermott, Drew
Miikkulainen, Risto
Minsky, Marvin
Minton, Steve
Mitchell, Melanie
Mitchell, Tom
ML/CBR People*
Mooney, Ray
Moore, Andrew
Muggleton, Steve

Pazzani, Mike
Poggio, Tomaso
Pollack, Jordan
Porter, Bruce
Quinlan, Ross
Riesbeck, Chris
Ripley, Brian
Rosenbloom, Paul
Russell, Stuart
Schlimmer, Jeff
Sejnowski, Terry
Shavlik, Jude
Singh, Satinder

Srihari, Sargur
Sutton, Rich
Tadepalli, Prasad
Utgoff, Paul
Valiant, Leslie
VanLehn, Kurt
Velosa, Manuela
Waltz, David
Warmuth, Manfred
Weld, Dan
Witten, Ian

Companies

Abtech
Angoss
Artificial Life
Burning Glass
Clementine
Cognos
Epiphany
Fetch Technologies
Gabitus
HNC
Hyperparallel
IBM Data Mining
Information Discovery
NeoVista
NeuralWare
NeuroDimension
Neuron Data
Platinum
Prediction Company
Red Brick
Rulequest
SAS
SGI MineSet
SHAI
SPSS
Thinking Machines
Trajecta
Ultragem
Unica
WhizBang Labs

News & Mail

AI & Stats
comp.ai.genetic
comp.ai.neural-nets
Connectionists
GA List
ML List

Software

CMU Repository
Delve Project
Irvine ML programs
MLC++
ML Programs (CMU)
Neural Software
Statlib
Statlog
Texas Research Software
UCLA Datasets

Research Groups

Abbadingo (Grammar Learning)
Adaptive Control
Auton
CBCL (MIT)
IBM Data Mining
Inst. Learning Sciences
Iowa State
Jam Project
Minimum Message Length
NASA Bayesian Group
NASA Model-Based Learning
Naval Research Lab
NEC Research
New South Wales
Reinforcement (CMU)
Reinforcement Learning
RL, Mich. St.
SOAR (CMU)
Texas
UMass Adaptive Networks
UMass Machine Learning
Wisconsin ML

Books

C4.5 (Quinlan)
Elements of ML (Langley)
Inside CBR
Introduction to ML (Nilsson)
ML (Mitchell)
Readings in ML

Natural Language Processing

Reference

AIMA Ch. 22-23
Celex
Human Language Survey

Lists of Links

Digital Libraries
Google (NLP)
IIT list
IR list
Linguistics & NLP list
Other Virtual Libraries

Organizations

ACL
Linguistic Data Consortium
Math of Language
Summer Institute of Linguistics

Journals

Computational Linguistics
J. Digital Libraries
Machine Translation

People

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
Peters, Stanley
Pollard, Carl
Pullum, Geoff
Pustejovsky, James
Resnik, Philip
Riesbeck, Chris
Riloff, Ellen
Sag, Ivan
Sampson, Geoffrey
Schank, Roger
Schubert, Len
Schütze, Hinrich
Shapiro, Stuart
Stabler, Ed
Steedman, Mark
Talmy, Len
Thomason, Rich
Webber, Bonnie
Wilensky, Robert
Winograd, Terry
Witten, Ian
Wu, Dekai
Yarowsky, David

Companies

AnswerFriend
AnswerLogic
Ask Jeeves
Burning Glass
Elfsoft
Excalibur
Fetch Technologies
Google
Inquizit
InXight
Lingo Motors
Linguistic Technology
Nuance
Signiform
Thunderstone
Verity
WhizBang Labs

News & Mail

comp.ai.nat-lang
comp.ai.nlang-know-rep
Linguist

Software

CMU AI Repository: NLP
DFKI NLP Registry
HPSG parser
Link Grammar
NLBean (Java)
ThoughtTreasure
TRAINS
WordNet*

Humor

Chomskybot

Research Groups

Berkeley Digital Library
CEDAR
Cedar
Center for Intelligent IR (UMass)
Comp. Ling. Archive
Construction Grammar
Context Interchange Project
Digital Libraries and Xerox
HPSG Group
NASA Web Librarian Project Description
NYU Linguistics
SRI Cambridge
SRI NLP
Stanford Digital Libraries

Books

Managing Gigabytes*
Martin & Jurafsky
Prolog and NL
Statistical NLP

Perception and Robotics

Reference

AIMA Ch. 24-25
comp.robotics FAQ
MIT Robitics FAQ
Robot Competition FAQ
Robotic Manipulation

Lists of Links

Google (Robotics)
Yahoo list

Organizations

Robot Soccer

Journals

Autonomous Robots
J. Computer Vision
Micro Control Jornal
Videre (Vision)
Vision and Apps.

People

Arbib, Michael
Ballard, Dana
Bekey, George
Brooks, Rod
Canny, John
Dudek, Gregory
Ellen Hildreth
Gat, Erann
Gruden, Rod
Hogg, Tad
Horn, Berthold

Mackworth, Alan
Mahadevan, Sridhar
Malik, Jitendra
Mataric, Maja
Nevatia, Ram
Riseman, Edward
Shoham, Yoav
Tanimoto, Steve
Thrun, Sebastian
Velosa, Manuela
Waltz, David

Companies

American Robot
IS Robotics
Kurzweil
Robotic Systems
Yahoo list

News & Mail

comp.ai.vision
comp.robotics
comp.robotics.research

Research Groups

Berkeley Robotics
Berkeley Vision
Brown Robotics
Brown U. Robotics
Cal Tech Robotics
CMU NavLab
CMU Robotics
Cognitive Robotics (London)
Cognitive Robotics (Toronto)
Cornell Roboptics and Vision
Harvard Robotics
Johns Hopkins Robotics
McGill
MIT Mobile Robots
NASA Robots
Stanford Robotics
Stanford Robotics
UMass Computer Vision
UMass Perceptual Robotics
UMass Perceptual Robotics
USC MOdular Robotics
USC Robotics

Philosophy and the Future

Reference

AIMA Ch. 26-27
R.B. Jones

Lists of Links

Google (Philosophy)
Philosophy list
Philosophy of AI list
Philosophy Pointers
Yahoo list

Journals

Minds & Machines

People

Bratman, Michael
Dennett, Daniel
Dreyfus, Bert
Etchemendy, John
Israel, David
Peirce, Charles S*
Perry, John
Searle, John
Suppes, Patrick
Turing, Alan*

News & Mail

comp.ai.philosophy

Software

AARON (CyberArt)

Books

Agency in Action
Empirical Methods for AI

AI Programming (Lisp)

Reference

Common Lisp Hyperspec*
History of Lisp 1
History of Lisp 2
Lisp, C++, Java, Dylan
Lisp FAQ*
Lisp Packages
Lisp Tutorial (Civilized)
Lisp Tutorial (Hopkins)
Lisp Tutorial (Texas A&M)

Lists of Links

Google (Lisp)
Lisp on the Net
Lisp Refs (CMU)
Lisp Resources (USC)
Lisp Textbook Code
Yahoo Lisp list

Organizations

Assoc. Lisp Users
Cons.org
Lisp Users Group

Journals

J. Funct. & Logic Prog.
Lisp & Symbolic Computation

People

Abelson, Hal
Charniak, Eugene
De Kleer, Johan
Forbus, Ken
Graham, Paul
Hewitt, Carl
Horn, Berthold
Kantrowitz, Mark
Knight, Tom
Mallery, John
McDermott, Drew
Norvig, Peter
Riesbeck, Chris
Siskind, Jeffrey
Sussman, Jerry
Watson, Mark
Wilensky, Robert
Winston, Pat

Companies

Digitool
Franz
Schemers

News & Mail

comp.ai.shells
comp.lang.clos
comp.lang.lisp
comp.lang.scheme
comp.lang.smalltalk

Software

Lisp HTTP Server

Humor

Alan Perlis Epigrams*
Hacker's Dictionary
Joe Lisp
Lisp Humor*

Books

AI Programming (CRM&M)
ANSI Common Lisp
Art of the MOP
CLtL2
Common LispCraft
Common Lisp: Gentle
Common Lisp: Interactive
On Lisp
PAIP
Sussman & Abelson
Winston & Horn

AI Programming (Java)

Reference

JavaBayes

Lists of Links

AI Java Applets
Google (Java)
Intelligent Java
Java and AI
Java Links

People

Watson, Mark

News & Mail

comp.lang.java

Books

Intelligent Java Applications

AI Programming (Python)

Lists of Links

Google (Python)

People

Norvig, Peter

AI Programming (Prolog)

Reference

Prolog FAQ*
Prolog Tutorial

Lists of Links

Google (Prolog)
Yahoo Prolog list

People

Bratko, Ivan
Mellish, Chris
O'Keefe, Richard

Companies

LPA
PDC (Prolog)

News & Mail

comp.lang.prolog

Software

AIMA code in Prolog
LIFE (programming language)
Mercury

Books

AI in Prolog
Art of Prolog
Craft of Prolog
Programming in Prolog
Prolog Standard

AI Programming (C++)

Reference

Lisp, C++, Java, Dylan

Lists of Links

Google (C++)

News & Mail

comp.lang.c++


AIMA Home Contact Russell & Norvig What's new Changed 11/19/01