MarI/O - Machine Learning for Video Games

author SethBling   3 год. назад
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MariFlow - Self-Driving Mario Kart w/Recurrent Neural Network

I trained a recurrent neural network to play Mario Kart human-style. MariFlow Manual & Download: https://docs.google.com/document/d/1p4ZOtziLmhf0jPbZTTaFxSKdYqE91dYcTNqTVdd6es4/edit?usp=sharing Mushroom Cup: https://www.twitch.tv/videos/183296063 Flower Cup: https://www.twitch.tv/videos/183296268 Star Cup: https://www.twitch.tv/videos/183296400 SethBling Twitter: http://twitter.com/sethbling SethBling Twitch: http://twitch.tv/sethbling SethBling Facebook: http://facebook.com/sethbling SethBling Website: http://sethbling.com SethBling Shirts: http://sethbling.spreadshirt.com Suggest Ideas: http://reddit.com/r/SethBlingSuggestions Music at the end is Cipher by Kevin MacLeod

AI learns to play PACMAN || Part 1 the making of Pacman

Hey guys this is how I made my clone of pacman Check out the source code at https://github.com/Code-Bullet/PacmanGame It would be awesome if you could join me on Patreon https://www.patreon.com/CodeBullet I hope you enjoy

Computer program that learns to play classic NES games

This is an explanation and demo of software I wrote that learns how to play a Nintendo Entertainment System game and then automatically plays it. This is real. Research paper published in SIGBOVIK 2013: "The first level of Super Mario Bros. is easy with lexicographic ordering a and time travel ...after that it gets a little tricky." http://tom7.org/mario/mario.pdf Follow-up video with more games: http://www.youtube.com/watch?v=YGJHR9Ovszs And episode 3: http://www.youtube.com/watch?v=Q-WgQcnessA For more info and source code, see: http://tom7.org/mario/

Incredible Minecraft Piston Houses!

Get notified of all my latest uploads: http://goo.gl/Jv8i1o Today we take a look at a bunch of Piston House versions of my own REAL LIFE HOUSE in Minecraft! This was so much fun, and your suggestions were incredible. OPISEK: https://www.youtube.com/watch?v=X3_S5O0pOTU PEEEEEETE: https://www.youtube.com/watch?v=ZR3_Gg0zlYY GLOWINGMUSHROOM: https://www.youtube.com/watch?v=m-3eF8iAm6U CLUB (THE MAD PISTON HOUSE): https://www.youtube.com/watch?v=3-jRGNQc2_A ZACKTOAS: https://www.youtube.com/watch?v=5EtcZQxeVE8 JACKSONFIVE GAMING: https://www.youtube.com/watch?v=Lk6y0WO00jc JACK MILLER: https://www.youtube.com/watch?v=ZkLx72Qfi30 The Mumbo Merch Store! It's beautiful! http://www.awin1.com/cread.php?awinmid=2549&awinaffid=402161&clickref=Mumbo+Link&p=https%3A%2F%2Fus.zavvi.com%2Fyour-store%2Fthat-mumbo-jumbo.list Become a Patron for a spot on the Patreon Server! https://www.patreon.com/ThatMumboJumbo My INSANE PC was kindly provided by Chillblast, a company specialising in Performance systems. We have a full range available with 3 systems of varying price and power! Check them out here: www.chillblast.com/mumbojumbo My server is kindly provide by CubedHost free of charge! Click this link to get a 25% discount off one of their servers! http://cubedhost.com/thatmumbojumbo 2ND CHANNEL: https://www.youtube.com/thatmumbojumbo2 TWITTER: https://twitter.com/ThatMumboJumbo INSTAGRAM: http://instagram.com/officialmumbo OFFICIAL MUMBO JUMBO PCS: https://www.chillblast.com/mumbo-jumbo-official-computers.html ------------------------------------------------- My texture pack is Faithful and Codecrafted combined. Faithful: http://www.minecraftforum.net/forums/mapping-and-modding/resource-packs/1223254-faithful-32x32-pack-update-load-of-new-ctm-1-7 CodeCrafted: https://www.youtube.com/watch?v=TL2IKidhWb4 Intro: ProleteR - Can't Stop Me outro: ProleteR - April Showers http://www.youtube.com/user/proleterbeats https://www.facebook.com/ProleteR.beats http://proleter.bandcamp.com/ Timelapse: LAKEY INSPIRED https://soundcloud.com/lakeyinspired Upload Schedule: Tuesday - Redstone Wednesday - Hermitcraft Thursday - Redstone Friday - Hermitcraft Saturday - Redstone Sunday - Hermitcraft

How Do the Ghosts in Pac-Man Decide Where to Go?

Trello: http://trello.com/brainfood If you happen to like our videos and have a few bucks to spare to support our efforts, check out our Patreon page where we've got a variety of perks for our Patrons, including Simon's voice on your GPS and the ever requested Simon Whistler whistling package: https://www.patreon.com/TodayIFoundOut →Some of our favorites: https://www.youtube.com/playlist?list=PLR0XuDegDqP10d4vrztQ0fVzNnTiQBEAA →Subscribe for new videos every day! https://www.youtube.com/user/TodayIFoundOut?sub_confirmation=1 Never run out of things to say at the water cooler with TodayIFoundOut! Brand new videos 7 days a week! In this video: enemies in video game history, thanks in part to their surprisingly difficult to predict movements which make the game a constant challenge for new and seasoned players alike. However, as it turns out, the ghost’s movements are defined by a deceptively simple set of algorithms thought up by the game’s designer, Toru Iwatani. Want the text version?: http://www.todayifoundout.com/index.php/2015/10/ghosts-pac-man-work/ Sources: http://www.gamasutra.com/view/feature/3938/the_pacman_dossier.php?print=1 http://gameinternals.com/post/2072558330/understanding-pac-man-ghost-behavior http://www.webpacman.com/ghosts.html http://www.destructoid.com/blinky-inky-pinky-and-clyde-a-small-onomastic-study-108669.phtml https://games.yahoo.com/blogs/plugged-in/five-things-never-knew-pac-man-443.html http://www.amazon.com/gp/product/159962110X/ref=as_li_tl?ie=UTF8&camp=1789&creative=390957&creativeASIN=159962110X&linkCode=as2&tag=vicastingcom-20&linkId=OTIM3IBO5SVDDXUK https://en.wikipedia.org/wiki/Pac-Man https://en.wikipedia.org/wiki/File:Pacman_title_na.png Image Credit: https://www.flickr.com/photos/methodshop/4865516413 https://www.flickr.com/photos/geraldford/14373778264 https://pixabay.com/ru/%D0%BF%D1%80%D0%B8%D0%B7%D1%80%D0%B0%D0%BA-pacman-pac-man-%D1%81%D0%BC%D0%B5%D1%88%D0%BD%D1%8B%D0%B5-146620/ https://www.flickr.com/photos/gammaman/8496879922 https://en.wikipedia.org/wiki/Billy_Mitchell_(video_game_player)#/media/File:Billy_Mitchell_and_Pac-Man.jpg https://en.wikipedia.org/wiki/Billy_Mitchell_(video_game_player)#/media/File:Billy_Mitchell_on_December_19,_2007.jpg https://en.wikipedia.org/wiki/Billy_Mitchell_(video_game_player)#/media/File:Billy_Mitchell_and_Steve_Sanders.jpg https://en.wikipedia.org/wiki/File:Pacman_title_na.png https://i.ytimg.com/vi/XgTaPJRa4PE/hqdefault.jpg https://en.wikipedia.org/wiki/Pac-Man#/media/File:Pac-man.png Music from Jukedeck - create your own at http://jukedeck.com.

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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