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
getting me so hype for my games development masters degree
Also pushed me to get into AI, now 4 years and a bachelor degree at the university of Amsterdam later
Watched this video. Got more interested in the mechanisms behind AI agents. Yadda yadda yadda, I'm a published research scientist in the field now.
What programming language was this made in
Thanks for teaching us how to create a TAS bot
Can someone create a neural network algorithm that can complete any 2D Mario 1-1 level in four or less generations?
but in the end, it can only play a level? and would have to go through multiple generation just to learn a second level?
How are the mutations made though?
Seth Goat
Yes but this type of machine learning still relies on a patterned level. If enemies were random i wonder the outcome
Now make one that trades crypto or forex and literally print money.
SethBling will make a sentient being using Mario World code injection lol, this whole stuff is super amazing, love it 😀
I've watched this video when it originally released, and now I understand way more things. The explanation is very clear. Great work on this plugin!
Mfw my professor in an intro to AI actually showed this video for class
He posted the source! 🤗
… on pastebin 😬
I can't believe this video is over 6 years old already
Thank YOU for the video and the explanations. Makes me want to improve my programming skills.
Do you need specific maths requirements for this kind of work or is it ok without being well-versed in mathematics ?
Thanks from France.
Holy sh**
This video has 10M views!!!
This video made me realize Sethbling was a looooot smarter than any other youtuber I ever watched as a kid.