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May 11, 2015 Man Proves Greater Than Machine: Players Win $732,713 Against Bot 'Claudico'. A poker bot powered by artificial intelligence. Jan 31, 2017 Libratus, an artificial intelligence developed by Carnegie Mellon University, made history by defeating four of the world’s best professional poker players in a marathon 20-day poker competition, called “Brains Vs. Artificial Intelligence: Upping the Ante” at Rivers Casino in Pittsburgh. It’s Friday the 13th, and poker bot Libratus may prove to be unlucky for humans again, as poker play continues in the “Brains v Artificial Intelligence (AI)” challenge. Libratus has already. Jan 28, 2017 The second installment of the 'Brains vs AI' heads-up poker challenge at the RIvers Casino in Pittsburgh is finally due to reach its conclusion on Monday after a gruelling three weeks of play. Dong is also recognized for participation in the 2015 CMU Brains vs AI challenge, Where Dong finished ahead of the Claudico bot. He also won the 2015 SCOOP Heads-Up tournament for the largest buy-in in online poker history; the top online Heads-Up pros participate in this event.
Bjorn Li Interview – Brains vs AI Poker Challenge In case you missed it, April 24 – May 8, 2015 saw four of the best Heads Up No Limit players in the world face off against advanced poker bot ‘Claudico’, developed by scientists at Carnegie Mellon University (CMU). On the human team were Doug Polk (WCGRider on PokerStars), Bjorn Li, Dong Kim and Jason Les. Jan 12, 2017 The creators of the AI, Computer Science Professor Tuomas Sandholm and Ph.D. Student Noam Brown, explain why this kind of poker is a benchmark when it comes to artificial intelligence.
From April 24 to May 8, four of the best high-stakes heads-up players in the world competed against 'Claudico', a poker bot powered by artificial intelligence (AI) that was developed by a computer science team at Carnegie Melon University (CMU). The goal was to see whether or not man is still better than machine at no-limit Texas hold'em.
The results are in, and man still proved to be superior than machine, even though 'Claudico' put up a good fight.
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In total, the four poker players — Doug Polk, Bjorn Li, Dong Kim, and Jason Les — bested 'Claudico' for $732,713 worth of virtual money. In total, there $170 million in virtual money bet during the 80,000 hands played out over the two weeks of the 'Brains vs. A.I.' challenge.
According to the CMU computer science department, early on it was Polk in the lead, ahead $400,368 against 'Claudico' after the first week. It appears the machine caught onto some of Polk's tricks, though, as at the end of the competition, he found himself ahead by $213,671, giving back almost half of his first week's winnings.
Despite losing money in the second week, Polk does not believe 'Claudico' is a world-class player. 'There are spots where it plays well and others where I just don't understand it,' Polk stated on the website tracking the competition. 'Some of its bets, for instance, were highly unusual. Where a human might place a bet worth half or three-quarters of the pot, 'Claudico' would sometimes bet a miserly 10 percent or an over-the-top 1,000 percent. Betting $19,000 to win a $700 pot just isn't something that a person would do.'
While Polk had his share of difficulties in the second week of the competition, Li just got stronger and stronger during the competition. Li was ahead by $272,479 after one week, and propelled this to a total profit of almost double that with a total of a $529,033 win when the competition ended on May 8.
Family guy casino play. Kim was up and down throughout the competition, but when the final cards were dealt, he beat the CMU-powered poker bot for $70,491.
Les was the only player to lose money during the competition, notching a $80,482 loss. This doesn't tell the true story, though, since Les was down $228,066 after one week. This means during the second week he experienced some success against 'Claudico,' almost inching his way to profit after a great second week.
All the winning players will not receive the exact sum of money that they won. Instead, players will be rewarded from a prize pot donated by Microsoft Research and the Rivers Casino in Pittsburgh, Pennsylvania, where the competition took place.
The action was streamed live on Twitch.tv, however, you will still be able to catch highlights on future episodes of Poker Night in America shown weekly on the CBS Sports Network.
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05 Jan
A new challenge by ‘computers against humanity’ is set to take place next week when the AI poker-playing software program Libratus takes on four professionals, including Jason Les and Dong Kim.
The rematch – the human quartet defeating Claudico last year over 80,000 hands – will see Les, Kim and fellow pros Daniel McAuley and Jimmy Chou battle it out for supremacy at Rivers Casino on Pittsburgh's North Shore starting on the 11th of January, with 120,000 hands of heads-up NLHE.
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Jason Les, one of the four who fought it out with Claudico in the inaugural Brains vs AI match, said of the upcoming duel -
'I'm very excited to see what this latest AI is like.”
The expected new-and-improved version of the software has been developed at Carnegie Mellon University by Tuomas Sandholm, a professor of computer science and Ph.D. student Noam Brown.
Les added:
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'I thought Claudico was tough to play, knowing the resources and the ideas that Dr. Sandholm and his team have had available in the 20 months since the first contest, I assume this AI will be even more challenging.”
From the AI side, Sandholm explained 'Since the earliest days of AI research, beating top human players has been a powerful measure of progress in the field,” referencing computer wins against top chess Grandmasters and the world’s leading Go experts.
He added that:
'Poker poses a far more difficult challenge than these games, as it requires a machine to make extremely complicated decisions based on incomplete information while contending with bluffs, slow play and other ploys.”
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The 20-day challenge match will see the humans take on Libratus in one-on-one matches using a laptop and, if victorious again, they will a share a $200,000 prizepool.
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The previous version of the CMU software, Claudico, followed its Latin meaning of ‘to limp’ when it took on the fearsome foursome of Les, Kim, Bjorn Li and Doug Polk.
With ‘Libratus’ meaning ‘balanced’ we can expect to see the kind of improvements which Les is worried about – a balance of limping, raising and occasional folding being a normal heads-up strategy for humans.
According to Aaron Aupperlee of TribLive:
'Sandholm and Brown built Libratus from scratch’, writing a ‘new algorithm for computing poker strategies, developed a new approach for end-game strategies and will use a supercomputer at the Pittsburgh Supercomputing Center to do live computing during hands.'
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The future of AI is expected to lead to advances in areas such as medicine and the military, with Nick Nystrom, senior director of research at Pittsburgh Supercomputing Center stating:
'Extending AI to real-world decision-making, where details are unknown and adversaries are actively revising their strategies, is fundamentally harder than games with perfect information or question-answering systems. This is where it really gets interesting.”