Posted: 6/13/2015 10:50 PM
(Edited: 6/14/2015 6:03 PM)
Post subject: Using lua to build a self learning AI
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adelikat
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SethBling, the man who brought you realtime SMW ACEing and a new world record is at it again. This time, he built a self learning robot that learned to play Super Mario World. Thought you guys might enjoy this Give it a few eons and this script could obsolete the TASers, lol. If anyone wants to try this out for themselves and is too lazy to get the script and Bizhawk and all that, here's a convenient download
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Posted: 6/13/2015 11:32 PM
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Aqfaq
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How about using BOINC to make it learn quicker? Who needs protein folding, when you can fold SMW.
Posted: 6/14/2015 4:20 AM
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Amaraticando
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This script is not working for me, not even after renaming "Super Mario World (USA)" to the name of my ROM (inside the script). Worked for somebody here?
Posted: 6/14/2015 4:37 AM
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solarplex
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I watched the video when it was on reddit. I love watching stuff like this ( and coding [sockfolder]). I would love to watch this script transform into something bigger. Is this only set up to be used for mario, could it be set up for games similar? would the evolution of this script in the mario world lead to a faster time each generation?
Posted: 6/14/2015 8:45 AM
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TASeditor
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That was really interessting! I'm wondering how many generations it would take to overcome a human TASer, probably too much to fit in our life span? Does computer architecture on hardware basis that is like a neural network exist? Maybe that would make it more efficient, since you don't need to simulate the neural network then.
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Posted: 6/14/2015 10:32 AM
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Patashu
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TASeditor wrote:
That was really interessting! I'm wondering how many generations it would take to overcome a human TASer, probably too much to fit in our life span? Does computer architecture on hardware basis that is like a neural network exist? Maybe that would make it more efficient, since you don't need to simulate the neural network then.
The level of information it can process is too coarse to be able to create anything remotely like a TAS. For example: -It currently can't tell different types of ground or different types of enemies apart. -I think it can only change movement once every X frames, to save on processing power.
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Posted: 6/14/2015 1:01 PM
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solarplex
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Rookie of 2014 Nintendo 3D TASer of 2014 First edition TAS of 2014
SethBling in the reddit post had said that the AI didnt fully understand holding the same P-speed as a speedrunner would do, so the AI slows down to avoid enemies and etc.
Posted: 6/16/2015 6:14 AM
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Omnigamer
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Reminds me a bunch of the following, although with different goals and methods. There are a few more videos of his software playing other games too. Link to video
Posted: 6/16/2015 11:13 AM
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Masterjun
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Omnigamer wrote:
Reminds me a bunch of the following, although with different goals and methods. There are a few more videos of his software playing other games too.
Just adding the thread for that.
Warning: Might glitch to credits I will finish this ACE soon as possible (or will I?)