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DeepStack

@DeepStackAI

The 1st #AI to beat pros at heads-up no-limit hold'em #poker - #DeepStackAI uses heuristic search techniques, #DeepLearning and regret minimization

deepstack.ai
Joined January 2017
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  • Followers952
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Photo by DeepStack (@DeepStackAI)Photo by DeepStack (@DeepStackAI)Photo by DeepStack (@DeepStackAI)Photo by DeepStack (@DeepStackAI)Photo by DeepStack (@DeepStackAI)Photo by DeepStack (@DeepStackAI)Photo by DeepStack (@DeepStackAI)Photo by DeepStack (@DeepStackAI)Photo by DeepStack (@DeepStackAI)Photo by DeepStack (@DeepStackAI)
⚡️ “DeepStack: AI beats poker pros for 1st time” nitter.gq/i/moments/837420916342…
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Looking to go head-to-GPU and toe-to-transistor against #DeepStackAI, the 1st #AI to beat human pros at heads-up no limit #poker? Join us tomorrow at @TWoSEdm's Dark Matters: buff.ly/2n8GnaD #Yeg
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Learn about ASTech Awards Finalist Michael Bowling's work with @DeepStackAI ow.ly/1CqV30gfPeO #UAlberta #AI nitter.gq/ASTechFDN/status/92394…
ASTech Awards (@ASTechFDN) profile pictureASTech Awards@ASTechFDN27 Oct 2017
Using poker to build better #AI? #ASTechAwards Finalist, @MichaelHBowling @uAlberta @DeepMindAI says yes.Learn more: ow.ly/R6F330g3lIC
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Replying to @DeepStackAI @thinkingpoker @tchanpoker @NateMeyvis @bparispoker @MikeMcDonald89 @DutchBoyd
12/ Here's a summary table. The (X +/- Y) columns show estimated win probabilities, and 95% confidence, based on the W/L predictions.
Image from DeepStack (@DeepStackAI)
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Replying to @DeepStackAI @thinkingpoker @tchanpoker
11/ #AIVAT on DeepStack vs @NateMeyvis @ThinkingPoker @bparispoker @tchanpoker @MikeMcDonald89 @TaylorvonK @DutchBoyd @PokercastAdam:
Image from DeepStack (@DeepStackAI)
Image from DeepStack (@DeepStackAI)
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Replying to @DeepStackAI @thinkingpoker
10/ Watch for an upcoming interview with @PokercastAdam and @tchanpoker on #AIVAT and these results too!
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9/ Last week, we were guests on @ThinkingPoker to describe #AIVAT and its analysis of our freezeouts: thinkingpoker.net/2017/08/ep…

Episode 225: Taking the Variance out of Poker - Thinking Poker

Michael Bowling and Dustin Morrill of the University of Alberta Computer Poker Research Group return to the show to discuss the results of DeepStackAI's heads

thinkingpoker.net
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8/ While each freezeout always ends in a win or a loss, #AIVAT gives us win probabilities for winning a freezeout.
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7/ #AIVAT also works on freezeout tournaments, like the Twitch matches we played earlier this year: youtube.com/channel/UC4vSx3b…
DeepStackAI

DeepStackAI

DeepStack is the first AI program to outplay human poker pros at Heads-Up No-Limit Texas Hold'em. Subscribe to the DeepStackAI channel to learn more about the artificial intelligence behind DeepStack...

youtube.com
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6/ And described by @IFPMatchPoker using an example hand between Martin Sturc and DeepStack: matchpoker.net/deepstack-ai/
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5/ #AIVAT is provably fair, described in mathematical detail in a research paper: arxiv.org/abs/1612.06915
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4/ 3,000 hands evaluated with #AIVAT is statistically equivalent to almost 100,000 hands of poker!
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3/ It can then subtract these terms from the outcome, producing a "luck-adjusted" estimate with much less variance than the actual outcome.
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2/ #AIVAT analyzes hands in finished matches and estimates how much of a player's winnings came from lucky or unlucky cards/actions.
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1/ #DeepStackAI uses a new evaluation technique called #AIVAT for separating luck from skill in games like #poker
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Spent a really enjoyable day brainstorming AI ideas with Rich, Mike, and Patrick. So exciting to welcome them and their team to #DeepMind ! nitter.gq/DeepMindAI/status/8826…
Google DeepMind (@GoogleDeepMind) profile pictureGoogle DeepMind
@GoogleDeepMind5 Jul 2017
We're opening a research office in #Edmonton, Canada, in collaboration with @UAlberta, led by RL pioneer Rich Sutton deepmind.com/blog/deepmind-o…
Image from Google DeepMind (@GoogleDeepMind)
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We're opening a research office in #Edmonton, Canada, in collaboration with @UAlberta, led by RL pioneer Rich Sutton deepmind.com/blog/deepmind-o…
Image from Google DeepMind (@GoogleDeepMind)
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I'm heads up vs a very nice Dutchman who does not seem to have much HU experience. I, on the other hand, have trained against @DeepStackAI.
Image from Andrew Brokos (@thinkingpoker)
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All six of our #twitch #poker matches are now on our YouTube page: youtube.com/playlist?list=PL…
Full Matches

Full Matches

Watch DeepStack's heads-up no-limit Texas hold'em freezeout matches, including commentary from the players and research team.

youtube.com
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#DeepStackAI is proud to be teaming up with #TechAide 2017 in support of @CentraideMtl nitter.gq/centraidemtl/status/86…
Centraide du Grand Montréal (@CentraideMtl) profile pictureCentraide du Grand Montréal@CentraideMtl15 May 2017
Au cocktail de lancement #Techaide 2017 avec @mitchgarber et nos ambassadeurs engagés. #OnCentraide #gettogethertogiveback
Image from Centraide du Grand Montréal (@CentraideMtl)
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Don't forget to check out our YouTube account for all the latest highlights from our humans vs #AI #poker matches buff.ly/2qSJcNW
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