MarI/O – Machine Learning for Video Games




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MarI/O is a program made of neural networks and genetic algorithms that kicks butt at Super Mario World.
Source Code: http://pastebin.com/ZZmSNaHX
“NEAT” Paper: http://nn.cs.utexas.edu/downloads/papers/stanley.ec02.pdf
Some relevant Wikipedia links:
https://en.wikipedia.org/wiki/Neuroevolution
https://en.wikipedia.org/wiki/Evolutionary_algorithm
https://en.wikipedia.org/wiki/Artificial_neural_network
BizHawk Emulator: http://tasvideos.org/BizHawk.html

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Music at the end is Cipher by Kevin MacLeod

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Comment List

  • SethBling
    November 12, 2020

    Great!

  • SethBling
    November 12, 2020

    Thought the 10% was from snake oil/homeopathy/ woo woo medicine peddlers selling their tonics pretending there was a problem to start

  • SethBling
    November 12, 2020

    You seem too smart to believe in the junk science behind evolution lol

  • SethBling
    November 12, 2020

    Nice glitched sprite in the reservebox, is that an orb?

  • SethBling
    November 12, 2020

    Ah the machines are learning

  • SethBling
    November 12, 2020

    Amazing

  • SethBling
    November 12, 2020

    I thought I was watching a speed runner at the beginning

  • SethBling
    November 12, 2020

    I know this is late but how long did this take to program?

  • SethBling
    November 12, 2020

    Boyinaband, anyone?

  • SethBling
    November 12, 2020

    This video is NEAT

  • SethBling
    November 12, 2020

    Great devolpment I can't wait to see my robot benefit from this

  • SethBling
    November 12, 2020

    Do genetic algorithms count as machine learning?

  • SethBling
    November 12, 2020

    You have now made me want to go to computer science college when i go to it

  • SethBling
    November 12, 2020

    This was everyone's inspiration for learning ML

  • SethBling
    November 12, 2020

    Isn't this just overfitting a model to the problem? Does this work well on a level that MarI/O hasn't seen before?

  • SethBling
    November 12, 2020

    So, what you're saying is, you're gonna get promoted to God soon.

  • SethBling
    November 12, 2020

    This is how the brain of a speedrunner works

  • SethBling
    November 12, 2020

    Mevlana Hack

  • SethBling
    November 12, 2020

    what programming language is that 😂

  • SethBling
    November 12, 2020

    Truly very cool! But, I am wondering… Butter Bridge?

  • SethBling
    November 12, 2020

    Am i the only one to ask himself what genertion he is ?

  • SethBling
    November 12, 2020

    Good work buddy, and a very interesting project. One question, where did you run each simulation? Was it in your computer?

  • SethBling
    November 12, 2020

    But can it run CRYSIS?

  • SethBling
    November 12, 2020

    you make it sound like machine learning is so easy! haha!

  • SethBling
    November 12, 2020

    Now leave it on for 5 years and see how fast it can go

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