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How computers play chess PowerPoint Presentation

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Slide 1 - How Computers Play Chess Peter Barnum November 15, 2007 Artificial Intelligence 101
Slide 2 - “This … raises the question ‘Can a machine play chess?’ It could fairly easily be made to play a rather bad game. It would be bad because chess requires intelligence.” –Alan Turing 1946
Slide 3 - “The decisive game of the match was Game 2…we saw something that went beyond out wildest expectations…The machine refused to move to a position that had a decisive short-term advantage - showing a very human sense of danger.” – Garry Kasparov 1997
Slide 4 - What move should we make?
Slide 5 - How a computer decides
Slide 6 - How a computer decides
Slide 7 - How a computer decides
Slide 8 - How a computer decides
Slide 9 - How a computer decides
Slide 10 - How a computer decides
Slide 11 - Uh oh!
Slide 12 - “If I make this move, what’s the worst thing my opponent could do?” Adversarial search
Slide 13 - Examining all possible moves … Can I make a move that will allow me to win and prevent my opponent from winning?
Slide 14 - Wait, that’s easy! 35 x35 x35 …=35N For a game with 6 moves per player: 3512=3,379,200,000,000,000,000 possibilities If a computer can check one billion moves per second, it would take over 100 years
Slide 15 - What to do? Can we avoid searching all possibilities? Can we pre-compute anything? Can we approximate the search?
Slide 16 - Stuart Russell and Peter Norvig Artificial Intelligence: A Modern Approach Stanford Encyclopedia of Philosophy References
 

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