Gambling Poker

Facebook built a poker bot capable of beating human pros.
It’s a major milestone for artificial intelligence (AI) research, which has been working toward this for decades.
The breakthrough will have implications for AI in fields with limited access to knowledge, from self-driving cars to negotiations.

Facebook has built a poker-playing artificial intelligence (AI) bot capable of beating some of the world’s best players of the card game, in a significant step forward for AI research.

Working with Carnegie Mellon, researchers at the California tech giant developed a piece of software called Pluribus that was able to handily defeat an array of A-list poker stars in games of six-player no-limit Texas Hold’em poker, the company announced on Thursday.

Achieving this milestone has long been a target for AI researchers, and it has now been achieved — with major implications for both the field of AI and the game of poker itself. It now joins the ranks of games like Go and Chess before it where the world’s best human players have been superseded by computer agents.

Poker offers some unique challenges not seem in more “simple” games: There are multiple players, and each player only has limited information, allowing for bluffing and other advanced strategies (unlike chess where a bot could, with enough computing power, theoretically calculate every possible outcome of every move their opponent makes with absolute certainty). AI agents have previously been able to defeat human opponents in two-player poker, but not six-player, which adds an additional layer of complexity.

“Poker has served as a challenge problem for the fields of artificial intelligence (AI) and game theory for decades,” wrote researchers Noam Brown and Tuomas Sandholm in a paper to be published in Science. “No other popular recreational game captures the challenges of hidden information as effectively and as elegantly as poker.”

Pluribus …read more

Source:: Business Insider


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