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Unlike a chess bot, a poker bot does most of its work before the match, running millions of simulations before the first card is dealt. A player does not know his opponentsвЂ™ cards and may not know their style of play - how aggressive they tend to be, for instance, or how often they bluff.

And the rules of the game are not affected by chance, like the drawing of a card.Д«ut in poker, an imperfect information game, there are many unknown variables. Chess is a perfect information game: if you look at a chessboard, you know the exact state of the game from both playersвЂ™ perspectives. It turns out to be a lot easier to build a perfect chess player than a poker whiz.

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вЂњThe large majority of bots are very bad,вЂќ said Darse Billings, a consultant to PokerStars and Full Tilt and the former chief of data analytics at Full Tilt.

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But they are getting better, thanks to advances in the way computer scientists program software to play games. computer that won on вЂњJeopardy!,вЂќ poker bots are not stellar players.

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The science of poker bots is still in its infancy, which may be one reason that some gambling sites do not crack down on them. Jetter says that while Shanky does not have any вЂњofficial relationships with the poker rooms,вЂќ some of them look the other way when bots play. вЂњWe donвЂ™t think the other poker rooms we support will make a similar financial decision.вЂќДЄccording to the Web site, which bills itself as an Internet poker clearinghouse, there are more than 600 Web sites where people can play online. вЂњThey really must have wanted us gone,вЂќ Mr. Jetter said that Full Tilt had seized more than $50,000 of his customersвЂ™ money, a figure that he called a вЂњconservative estimate.вЂќ He added that the gaming site was forgoing at least $70,000 per month in revenue by shutting down his customersвЂ™ bots. (Full Tilt did not respond to requests for comment.) Brian Jetter, a co-founder of Shanky, said in an e-mail interview that more than 400 of his customers had been banned from Full Tilt. Shanky Technologies sells licenses for the Holdem Poker Bot - the target of Full TiltвЂ™s crackdown in October - for $129 per year. Yet poker bots are openly for sale online. вЂњWhen a player is identified as a bot, PokerStars removes them from our games as soon as possible.вЂќ Their winnings are confiscated, he said, and the company will вЂњprovide compensation to players when appropriate.вЂќ вЂњPokerStars is continuing to invest substantial resources to combat bots,вЂќ Michael Josem, a security manager at the site, said in an interview conducted via e-mail. (Internet gambling is illegal in the United States, but online casinos operate offshore.) In October, another large poker site, Full Tilt, informed customers that it had taken action to limit the proliferation of bots, including freezing some accounts. Taylor identified on PokerStars were shut down in July. But artificial intelligence has come a long way in the last few years, far enough that poker bots are now good enough to win tens of thousands of dollars on major game sites, which are clamping down on them. Humans were better at the nuances of the game - at bluffing, for instance - and could routinely beat the machines. Poker bots are not new, but until recently they were not very good. Taylor frequented, PokerStars, determined that his opponents had been computers masquerading as people and shut them down. Taylor, who started playing poker professionally in 2008, suspected that he was competing against computers - specifically bots, short for robots - that had been programmed to play poker and beat the odds.ДЄnd he was right.

Three of his most frequent opponents on an online poker site were acting oddly, playing in ways that were so similar it was suspicious. Makes good reading for many of our members who play poker and know a thing or two about poker bot.Д«ryan Taylor, 36, could not shake the feeling that something funny was going on.

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