MarI/O - Machine Learning for Video Games

author SethBling   3 год. назад
5,993,169 views

108,643 Like   1,843 Dislike

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

3D Graphing in Minecraft

A command block contraption that graphs 3-D curves right before your eyes. Download: https://www.dropbox.com/s/gqzjb4hofwpjx4j/graphing.zip?dl=1 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

Really the most intriguing puzzle on the planet!? - The Revomaze Blue

Thanks to Brilliant for sponsoring this episode and supporting Mr.Puzzle! Visit https://brilliant.org/MrPuzzle/ to improve your analytical and problem-solving skills! The Revomaze is advertised to be the "the most intriguing puzzle on the planet". In this Episode, I will have a look at the Blue Revomaze that is the Beginner version, but still with an average solving time of 5 hours. I show you my approach to map it and understand what inside of this cylinder only using available information. Visit me on facebook for additional information: https://www.facebook.com/Mr.PuzzleYouTube/ Support me and be one of my Patrons: https://www.patreon.com/MrPuzzle Subscribe for further puzzle reviews, recommendations and solutions. Music: Mandeville von Kevin MacLeod ist unter der Lizenz Creative Commons Attribution license (https://creativecommons.org/licenses/by/4.0/) lizenziert. Quelle: http://incompetech.com/music/royalty-free/index.html?isrc=USUAN1100809 Interpret: http://incompetech.com/k

Super MarI/O Kart Commentary/Stream Highlights

Huge thanks to Winterbunny for modifying the script to work with Super Mario Kart! http://www.twitch.tv/winterbunny I tried letting MarI/O learn to play Super Mario Kart, and it actually did pretty well. 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

An AI tried to play mario... This is the result

New video using the same ai here: https://www.youtube.com/watch?v=BtarckZgXEY It's an AI that plays nes games Creator: http://www.cs.cmu.edu/~tom7/mario/ To learn how to use it go here: https://www.youtube.com/watch?v=K7v5wff5YBQ MUSIC FOR THOSE WHO CAN"T STOP ASKING: Green Hills by Sebastian Forslund Knights Templar 2 - Johannes Bornlöf SpellingPhailer - Escaping the Man This Video took 4 days to create so if you liked it leave a thumbs up! Wana see it play a different game leave a comment below!

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

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

Comments for video: