A new academic paper describes how DeepStack, using an algorithm for imperfect information settings such as poker, became the first computer program to beat professional poker players in heads-up.
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DeepStack: expert-level artificial intelligence in heads-up no-limit poker. Artificial intelligence has seen several breakthroughs in recent years, with games often serving as milestones. A common feature of these games is that players have perfect information. Poker, the quintessential game of imperfect information, is a long-standing challenge problem in artificial intelligence.Read More
DeepStack is an AI server that empowers every developer in the world to easily build state-of-the-art AI systems both on premise and in the cloud. The promises of Artificial Intelligence are huge but becoming a machine learning engineer is hard. DeepStack is device and language agnostic. You can run it on Windows, Mac OS, Linux, Raspberry PI and use it with any programming language.Read More
Deepstack Summary. 1) In deepstack poker we can draw and 'speculate' more to earn the maximum amount of money postflop or on later streets. 2) We can put our opponents to the test by making big bets and putting them under pressure to fold. 3) Against fish and calling stations, we can bet strongly with value hands as they'll often pay us off with large amounts. Follow. Author. Jon PokerVIP. 10.Read More
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In deepstack tournaments small ball poker means seeing as many flops as possible while attempting to limit the size of pots and cost to see the next card. This is to reduce the risks and cost of play. You’re effectively trying to “slow” the play down and continually put pressure on your opponents by making moves first. The third approach for deepstack tournaments is TAG play (tight.Read More