Friday, December 08, 2017

Naked Security: Google AI teaches itself ‘superhuman’ chess skills in four hours

Google AI teaches itself ‘superhuman’ chess skills in four hours
by Lisa Vaas,

Human chess grandmaster Peter Heine Nielsen tells the BBC that he’s “always wondered how it would be if a superior species landed on earth and showed us how they played chess.”

Well, move aside, ugly, giant bags of mostly water: now we know, because Google’s “superhuman” AlphaZero artificial intelligence (AI) taught itself chess from scratch in four hours. Then, it wiped the floor with the former world-leading chess software, Stockfish 8.
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From the paper, whose authors include DeepMind founder Demis Hassabis: a child chess prodigy who reached the rank of chess master at the age of 13:

Starting from random play, and given no domain knowledge except the game rules, AlphaZero achieved within 24 hours a superhuman level of play in the games of chess and shogi [a similar Japanese board game] as well as Go, and convincingly defeated a world-champion program in each case.

A very impressive achievement. A huge leap forward in the field of machine learning.

Is it actually intelligent? I suppose that's going to depend greatly on how you define the word.

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