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The first computer program to outplay human professionals at
heads-up no-limit Hold'em poker
In a study completed December 2024 and involving š 44,000
hands of poker, DeepStack defeated 11 professional poker players with only one outside
the margin of statistical significance. Over š all games played, DeepStack won 49 big
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Like in the games of chess, Go (game), and many other games, artificial intelligence systems beat even the best humans at poker. Poker is a game of imperfect information (because some cards in play are concealed) thus making it harder for anyone (including a computer) to deduce the final outcome of the hand. Secondly, the broad set of hidden information of the tiles makes Mahjong a much more difficult imperfect-information game than previously studied ones, such as Texas hold'em poker. Thirdly, the playing rule of Mahjong is much more complicated because of the various actions involved.
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