In recent years, artificial intelligence has grown by leaps and bounds, defeating humans in games such as chess and Go. But these games have one thing in common, and the relevant information of the players can be obtained.
Recently, researchers have developed an artificial intelligence (AI) system that has defeated humans in the ultimate, unlimited Texas Hold'em. A few weeks ago, another AI system defeated humans in the Texas Hold'em heads-up. Unlike Go, the reason why such games are much more difficult is that each player has asymmetric information about possible players.
Man-machine battle scene
Recently, Matej MoravÃk of the University of Alberta computer in Canada developed an AI system called DeepStack, which statistically defeated 10 of 11 professional poker players after every 3,000 unlimited Texas Hold'em events. The 11th player was also defeated, but it was not statistically significant.)
Man-machine battle scene
Researchers say that at every point in the game, DeepStack recalculates the game strategy, rather than calculating the possible gameplay to the end, which limits the depth and type of gameplay allowed. This reduces the number of possible decision points from more than 10 to 160, and DeepStack's computer chip can complete the decision within 5 seconds.
Image from the network
Meaningful, this AI system will help solve real-world problems involving information asymmetry, such as defending strategic resources and making important medical construction.
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