Artificial Intelligence


General

Wikipedia Category:Artificial intelligence

AI Topics, a dynamic library of introductory information about Artificial Intelligence

Artificial Intelligence: A Modern Approach by Stuart Russell and Peter Norvig The third edition (2009) gives an excellent 1000 page overview of the whole field
compare prizes

Mathematical Methods in Artificial Intelligence another good book by Edward A. Bender

Other AI textbooks


AI in Austria and the World

ÖGAI, Austrian Research Institute for Artificial Intelligence

Institute for Artificial Intelligence (Medical University of Vienna)

American Association of Artificial Intelligence


Machine Learning

UCI Machine Learning (mainly logic based)

Mathematical Programming in Machine Learning (Olvi Mangasarian)


Classification and Pattern Recognition

Classification Software (my rather comprehensive list of links)

Classification Society of North America

Pattern Recognition on the Web (a list of links)


2>Real-world Applications Machine Learning in Games

WebWatcher Home Page


Data Sets

There is a separate file for my rather comprehensive list of Statistical Data Sets, including data sets for machine learning and pattern recognition


Automatic and Probabilistic Reasoning

A Brief Introduction to Graphical Models and Bayesian Networks

Association for Uncertainty in AI

Probabilistic Reasoning in Computing

Probablilistic networks and explanatory coherence (Paul Thagard)

Proof General, Interactive Proof Assistant


Stream Learning

Rapid-Miner

VFML, Very Fast Machine Learning (in C, By Hulten and Domingos)

MOA, Massive Online Analysis (in Java, by Richard Kirkby)

WEKA, Waikato Environment for Knowledge Analysis (in Java)


Robots and Intelligent Machines

NQC, Not Quite C (LEGO Mindstorm Programming Language)

Spinoza (a robot)

Cog (a robot)

Humanoid Robotics Group

The Learning Systems Laboratory (Tom Duckett)

The Institute for Robotics and Intelligent Systems (IRIS) (J. Little)

Artificial Intelligence at Brown University


Computer vision

VXL homepage

Computer Vision Home Page

Rosenfeld Bibliographies of Computer Vision

Detection and Recognition of Spatio-temporal Events

Facial Animation and modeling

USCS Perceptual Science Laboratory

Appearance Based Object Recognition

The Facial Recognition Technology (FERET) Database (free)

XM2VTSDB multi-modal face database (at nominal cost)

CogViSys -- Cognitive Vision Systems


Games

GNU Chess

Machine Learning in Games

Bibliography on Machine Learning in Strategic Game Playing


AI and Religion

The Courage to Doubt (by Anne Foerst)

Theology, Religion and Artificial Intelligence A non-exhaustive bibliography

Robert M. Geraci


Some of My Other Pages

Mathematical Software
Statistics Links
Computational Mathematics Links
Mathematics Links
FMathL - Formal mathematical language
Global Optimization
Protein Folding
Regularization
my home page (http://www.mat.univie.ac.at/~neum)

Arnold Neumaier (Arnold.Neumaier@univie.ac.at)