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
- 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
- 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
- Solving cryptarithms
- Solving cryptograms
- Speech Recognition
- NLP for a Knowledge Database
- Handwriting Word Recognizer
AI Toolkits
- D'Agents (formerly Agent Tcl)
- Soar
Books
- 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
- 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
- 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
- Flare
- A programming language that tried, and failed, to replace Lisp in the AI world
- ACT-R
- (Adaptive Control of Thought—Rational) is a theory of human cognition. The ACT-R theory has a computational implementation as an interpreter of a special coding language. The interpreter itself is written in Common Lisp. Th ACT-R software distribution uses Tcl/Tk for GUI and scripting interface.
- Prodigy
- is an architecture for planning and learning, including explanation-based learning, partial evaluation, experimentation, graphical knowledge acquisition, automatic abstraction, mixed-initiative planning, case-based reasoning and a number of real-world domains. It is written in Lisp with a Tcl/Tk GUI.
See Also
- Category AI