This Superhuman Poker AI Was Trained in 20 Hours

Added on Aug 12, 2019 From Two Minute Papers

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Weights & Biases blog post with the 1 line of code visualization: https://www.wandb.com/articles/visualize-keras-models-with-one-line-of-code

📝 The paper "Superhuman AI for multiplayer poker" is available here:
- https://ai.facebook.com/blog/pluribus-first-ai-to-beat-pros-in-6-player-poker/
- https://www.cs.cmu.edu/~noamb/papers/19-Science-Superhuman.pdf
- https://science.sciencemag.org/content/early/2019/07/10/science.aay2400

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313V, Alex Haro, Andrew Melnychuk, Angelos Evripiotis, Anthony Vdovitchenko, Brian Gilman, Bruno Brito, Bryan Learn, Christian Ahlin, Christoph Jadanowski, Claudio Fernandes, Daniel Hasegan, Dennis Abts, Eric Haddad, Eric Martel, Evan Breznyik, Geronimo Moralez, James Watt, Javier Bustamante, John De Witt, Kaiesh Vohra, Kasia Hayden, Kjartan Olason, Levente Szabo, Lorin Atzberger, Lukas Biewald, Marcin Dukaczewski, Marten Rauschenberg, Maurits van Mastrigt, Michael Albrecht, Michael Jensen, Nader Shakerin, Owen Campbell-Moore, Owen Skarpness, Raul Araújo da Silva, Rob Rowe, Robin Graham, Ryan Monsurate, Shawn Azman, Steef, Steve Messina, Sunil Kim, Taras Bobrovytsky, Thomas Krcmar, Torsten Reil, Zach Boldyga.
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#Poker #PokerAI


5702 Likes,     225 Dislikes,     205583 Views,     499 Comments

Nick L Says:

Dec 6, 2019 - Now the Terminator will crush Jon Connor in a game of poker too.

Chim Richalds Says:

Dec 5, 2019 - Yooo the A.I knows how to bluff and slow roll??? That's crazy

Fake Teori Says:

Dec 5, 2019 - trading binary is easy whit a i

Cowtymsmiesznego Says:

Dec 2, 2019 - Imagine thinking that winning the WSOP Main Event means you're a good poker player...

Nullpointer Says:

Dec 1, 2019 - Ight i'mma train an AI

William Ng Says:

Nov 24, 2019 - Not sure why the human didn't fold on the flop. It is a 2X pot raise, the pot odds are pretty bad. There are tons of combo that could have got there at the end. 3s and 2s because there wasn't a bet on the turn would have called the flop. QX combos. The bot can have a wild range playing in the BB. Honestly, the bot got lucky here, that gotta be the bottom range to call a 2x pot raise. If he was calling with Q10, he could easily be calling with QK, QA.

Cowtymsmiesznego Says:

Nov 23, 2019 - The QJ vs QT hand really smells like Mike Postle kind of "great play", especially with the super-sketchy explanation you gave. Not the best example.

Gospodin Ivanov Says:

Nov 23, 2019 - how can i get the code?

Tim Q Says:

Nov 21, 2019 - so this is a commercial? anyone buying it, because the "example hand" was pretty normal when playing online with fake chips.

Alaskaguyd Says:

Nov 20, 2019 - This hand is bullshit. Trapping is situational. The better long term strategy is bet when you have a good hand and build up the pot. The example you showed is a cooler and ai would have won at least that many chips betting every street.



https://poker.irish/ ❤️ Check out Weights & Biases here and sign up for a free demo: https://www.wandb.com/papers Weights & Biases blog post with the 1 line of code visualization: https://www.wandb.com/articles/visualize-keras-models-with-one-line-of-code 📝 The paper "Superhuman AI for multiplayer poker" is available here: - https://ai.facebook.com/blog/pluribus-first-ai-to-beat-pros-in-6-player-poker/ - https://www.cs.cmu.edu/~noamb/papers/19-Science-Superhuman.pdf - https://science.sciencemag.org/content/early/2019/07/10/science.aay2400 🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible: 313V, Alex Haro, Andrew Melnychuk, Angelos Evripiotis, Anthony Vdovitchenko, Brian Gilman, Bruno Brito, Bryan Learn, Christian Ahlin, Christoph Jadanowski, Claudio Fernandes, Daniel Hasegan, Dennis Abts, Eric Haddad, Eric Martel, Evan Breznyik, Geronimo Moralez, James Watt, Javier Bustamante, John De Witt, Kaiesh Vohra, Kasia Hayden, Kjartan Olason, Levente Szabo, Lorin Atzberger, Lukas Biewald, Marcin Dukaczewski, Marten Rauschenberg, Maurits van Mastrigt, Michael Albrecht, Michael Jensen, Nader Shakerin, Owen Campbell-Moore, Owen Skarpness, Raul Araújo da Silva, Rob Rowe, Robin Graham, Ryan Monsurate, Shawn Azman, Steef, Steve Messina, Sunil Kim, Taras Bobrovytsky, Thomas Krcmar, Torsten Reil, Zach Boldyga. https://www.patreon.com/TwoMinutePapers Splash screen/thumbnail design: Felícia Fehér - http://felicia.hu Károly Zsolnai-Fehér's links: Instagram: https://www.instagram.com/twominutepapers/ Twitter: https://twitter.com/karoly_zsolnai Web: https://cg.tuwien.ac.at/~zsolnai/ #Poker #PokerAI