Artificial Intelligence / Unit 1 AI 0017 short lesson, about 20 seconds
Deep Blue and AlphaGo: Two Paradigms
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The idea
Deep Blue beat the world chess champion with massive search plus human-written evaluation rules and no learning; AlphaGo beat the world Go champion with learned judgment plus search.
In practice
1997, New York: 200 million positions per second. 2016, Seoul: networks trained on human games and self-play.
Where people slip
Neither machine examined everything — both were selective, and what selected differed.
Your place on the trail
Every lesson rests on earlier ones and opens later ones. Tap any to jump.
Builds on
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