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Google's DeepMind AI Becomes a Superhuman Chess Player In a Few Hours

Discussion in 'BBS Hangout' started by No Worries, Dec 6, 2017.

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  1. No Worries

    No Worries Member

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    Google's DeepMind AI Becomes a Superhuman Chess Player In a Few Hours

    In a new paper published this week, DeepMind describes how a descendant of the AI program that first conquered the board game Go has taught itself to play a number of other games at a superhuman level. After eight hours of self-play, the program bested the AI that first beat the human world Go champion; and after four hours of training, it beat the current world champion chess-playing program, Stockfish. Then for a victory lap, it trained for just two hours and polished off one of the world's best shogi-playing programs named Elmo (shogi being a Japanese version of chess that's played on a bigger board). One of the key advances here is that the new AI program, named AlphaZero, wasn't specifically designed to play any of these games. In each case, it was given some basic rules (like how knights move in chess, and so on) but was programmed with no other strategies or tactics. It simply got better by playing itself over and over again at an accelerated pace -- a method of training AI known as "reinforcement learning."
     
    #1 No Worries, Dec 6, 2017
    Yung-T likes this.
  2. heypartner

    heypartner Member

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    This is also the method of training that @Jontro uses.
     
    #2 heypartner, Dec 6, 2017
    B-Bob, LCAhmed, Invisible Fan and 2 others like this.
  3. ghettocheeze

    ghettocheeze Member

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    But can DeepMind score 90 in a half life the Rockets?
     
    #3 ghettocheeze, Dec 6, 2017
  4. Dr of Dunk

    Dr of Dunk Clutch Crew

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    #4 Dr of Dunk, Dec 6, 2017
  5. CometsWin

    CometsWin Breaker Breaker One Nine

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    I'd like this computer to solve over-population and automation. See if it becomes self-aware.
     
    #5 CometsWin, Dec 6, 2017
  6. Air Langhi

    Air Langhi Contributing Member

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    It's a simple solution it's going to kill everyone.

    It seems like that is what unsupervised learning will do.
     
    #6 Air Langhi, Dec 6, 2017
  7. HR Dept

    HR Dept Member

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    That computer doesn’t want it with me. I’ll open its browser and inundate it with tabs full of pop up laced p*rn sites and pirated streams. Wouldn’t know what hit it.
     
    #7 HR Dept, Dec 6, 2017
  8. Phillyrocket

    Phillyrocket Member

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    Reinforcement learning just sounds kind of ominous, Skynet like.
     
    #8 Phillyrocket, Dec 6, 2017
  9. A_3PO

    A_3PO Member

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    If/when artificial general intelligence happens, super intelligence will quickly follow.

    LOL, probably will take a week for it to figure out how to kill all mankind.
     
    #9 A_3PO, Dec 6, 2017
  10. RKREBORN

    RKREBORN Member

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    Can it have sex?
     
    #10 RKREBORN, Dec 6, 2017
  11. RedRedemption

    RedRedemption Member

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    Yeah, but can it beat me in Starcraft?

    ...

    Oh ****.
     
    #11 RedRedemption, Dec 6, 2017
  12. CCorn

    CCorn Member

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    Ai was more fun when it was morphed into a racist on twitter
     
    #12 CCorn, Dec 6, 2017
  13. peleincubus

    peleincubus Member

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    I just do not see how this does not happen eventually.
     
    #13 peleincubus, Dec 6, 2017
  14. iconoclastic

    iconoclastic Member

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    I'll take it on in Clash Royale.
     
    #14 iconoclastic, Dec 7, 2017
  15. sealclubber1016

    sealclubber1016 Member
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    So this is how it ends for the human race.

    We had a colorful run.
     
    #15 sealclubber1016, Dec 7, 2017
    MadMax likes this.
  16. Amiga

    Amiga Member

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    When is Morey adding Deepmind to the sideline?
     
    #16 Amiga, Dec 7, 2017
  17. Rocket River

    Rocket River Member

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    If in the actual LIFE we live. . . . . your opponent is a machine.

    I look at the Robot Apocalypse and wonder . . . . could humanity lose to its creation.
    can you build something smarter than you?
    I think the biggest issue is building something more ruthless than you
    that is where we lose.

    Rocket River
     
    #17 Rocket River, Dec 7, 2017
  18. pirc1

    pirc1 Member

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    I think that is actually one of the project for the deepmind team, to train the AI to play video games like a human, with mouse and keyboard and using electronic eyes for data gathering on the screen. Most of the human jobs will be replaced in less than 50 years is my guess, maybe less than 20 years.
     
    #18 pirc1, Dec 7, 2017
  19. VesceySux

    VesceySux World Champion Lurker
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    [​IMG]
     
    #19 VesceySux, Dec 7, 2017
  20. Rocket River

    Rocket River Member

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    What will we do with the excess humans then?

    Rocket River
     
    #20 Rocket River, Dec 7, 2017
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