Updated 2014-03-27 03:58:02 by pooryorick

Artificial Intelligence is a term coined by John McCarthy in 1955 to describe machines with reasoning capabilities that rival those of organic life forms.

Reference  edit

What is Artificial Intelligence ,John McCarthy ,2007-11-12
Artificial Intelligence, and Robot Wisdom (alternate) ,Jorn Barger ,1999-08
Also known as The Outsider's Guide to Artificial Intelligence
AAAI's AI Topics page
The CMU AI Repository
AI on the Web
A comprehensive guide to web resource, by the authors of Artificial Intelligence, A Modern Approach

Topics  edit

Decision Trees
Neural Networks and Hopfield Networks
Cellular Automata and Artificial Life
Genetic Algorithms and Genetic Programming
State Space Searching in Tcl
Heuristic Searches, Searching A Star in Space
Playing Predicate Logic and Unification
Expert Systems and Reasoning with rules
Logic Programming and Playing Prolog
Functional Programming and Playing Lisp/Scheme
Frames, Semantic Networks and object-Oriented Programming
Bayesian Networks
Fuzzy Logic
Intelligent Agents

Tools  edit

Solving cryptarithms
Solving cryptograms
Speech Recognition
NLP for a Knowledge Database
Handwriting Word Recognizer

AI Toolkits  edit

D'Agents (formerly Agent Tcl)
Soar

Books  edit

Artificial Intelligence: A Modern Approach by Russell/Norvig
Probably the best undergraduate-level textbook
Artificial Intelligencwe: A New Synthesis
Multiagent Systems
The Pattern Recognition Basis of Artificial Intelligence
Information Theory, Inference, and Learning Algorithms

Organisations  edit

The American Association for Artificial Intelligence (AAAI)
The ACM has a Special Interest Group on AI (SIGART
The European Coordinating Committee for Artificial Intelligence (ECCAI)
(UK) Society for the Study of Artificial Intelligence and the Simulation of Behaviour (SSAISB)

Conferences and Journals  edit

International Joint Conferences on Artificial Intelligence (IJCAI)
AAAI Conferences
Journal of Artificial Intelligence Research (JAIR)
(online, free)
Artificial Intelligence
subscription required
Artificial Intelligence Journals
On-Line Index of Artificial Intelligence Journals

Other  edit

Flare
A programming language that tried, and failed, to replace Lisp in the AI world

See Also  edit

Category AI