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Theoretical Artificial Intelligence
History
- The Turk 1770
- Turing Test, Three Laws of Robotics(1942)
- First neural net: 1951
- Arthur Samuel’s Checkers AI: ‘51
- Golden Age (‘56 - ‘74)
- AI Winter (74-80)
- Renaissance (1990+)
- Deep Blue vs kasparov 1996
What is AI?
- "Real" Intelligence versus Artificial Intelligence
- Common-Sense Knowledge
- Goals: Deducting, Reasoning, Problem Solving
Challenges
- “Strong AI” (General AI): Artificial Intelligence that meets or exceeds human intelligence at every level.
- Combinatorial explosion in planning
- Knowledge representation
- The frame problem
AI Projects
- Maxima: Computer Algebra expert system: http://maxima.sourceforge.net/
- ELIZA ChatBot: https://apps.facebook.com/eliza-chatbot/
- DARPA Grand Challenge: http://en.wikipedia.org/wiki/DARPA_Grand_Challenge
- RoboCup Soccer: http://en.wikipedia.org/wiki/RoboCup