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Jul - Projects and Creations - Play Super Mario Land to help me teach an AI! New poll - New thread - New reply
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Sanqui
2060
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Level: 87


Posts: 1892/2066
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Since: 12-20-09

Pronouns: any ✨
From: Czechia | Estonia

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Last activity: 1 day
Posted on 11-27-20 07:56:56 AM (last edited by Sanqui at 11-28-20 02:52:12 PM) Link | Quote


*Sanqui flops, wings involved.

level 82

exp 5201630

exppct 96.5%

numposts 1892

 


Sanqui's back at it again! Today I'm learning to use LSTM cells, or "long short term memory" cells, in order to work with temporal data. In particular, I want to teach a neural network to predict the next frame of a Super Mario Land gameplay. And maybe another, and another... and see what it comes up with?

Why SML and not SMB? The Game Boy screen resolution is smaller and there are only four shades, which means simpler model and faster training, which means better results and I can learn and apply these techniques to more complex games later.

I'm really curious to see if the neural network can learn some physics or level geometry.

I've previously made a video with Sonic 1, if you haven't seen that yet.

However, this time around, don't want to work on merely pixel data, I want to experiment with tiles and sprites as well. As well as input data, so that maybe we could predict the next frame given the input...

So, I'll need YOUR perfectly average gameplay movies to teach the AI!

If you wanna help, download my readymade .zip and follow these instructions:
1. Unzip the package somewhere
2. Launch EmuHawk.exe
3. File > Open ROM
4. Locate and choose Super Mario Land (JUE) (V1.1) [!].gb
5. Play a bit to familiarize yourself with the controls:
arrow keys=d-pad, Z=B (run), X=A (jump)
if you need it, use ESC for pause (NOT enter/start), use backtick (`) for rewind
6. Movie > Record Movie, OK
7. Play the game upon completion. If you want to, you can rewind, but do leave some deaths in, it should look and feel like a normal playthrough. If you get bored playing, I'll accept a partial playthrough too.
8. File > Movie > Stop movie
9. Close the emulator
10. Send me the file BizHawk-2.5.2/Movies/Super Mario Land (World) (Rev A).bk2

It shouldn't take you longer than half an hour to beat SML. I've already got contributions from three people, I'll need a few more though. Thank you for helping me help my AI help us all!

____________________
In our brief lives,  β€’  we've managed to meet.  β€’  Treasure this gift,  β€’  this precious time that we have.        
sofi

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Level: 116


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Pronouns: she/her
From: γŸγΎγ”γ£γ‘ζ˜Ÿ

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Posted on 01-30-22 07:23:00 AM Link | Quote

did anything come of this? i'd be willing to do it if you still need it

____________________
 sofi 

β€» please excuse our appearance as we prepare for a new layout
Sanqui
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Level: 87


Posts: 2005/2066
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Since: 12-20-09

Pronouns: any ✨
From: Czechia | Estonia

Since last post: 6 days
Last activity: 1 day
Posted on 01-30-22 09:31:42 AM Link | Quote


* flops, wings involved.

level 86

exp 5971478

exppct 29.9%

numposts 2005

 
It's a dormant side project but I definitely need more movie files if I want anything to come out of it; I've only got six at this moment. So yes please!

____________________
In our brief lives,  β€’  we've managed to meet.  β€’  Treasure this gift,  β€’  this precious time that we have.        
✨ Fuck the cynicism, let the colors fly
Don't care you think it's cringe, because it's not your life~ 🎢
Kaj

Level: 59


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Since: 08-11-14

Pronouns: she/her
From: the whoa zone

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Posted on 01-30-22 01:00:56 PM Link | Quote
buuuut what if i'm bad at the game?

____________________
Sanqui
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Level: 87


Posts: 2006/2066
EXP: 6305066
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Since: 12-20-09

Pronouns: any ✨
From: Czechia | Estonia

Since last post: 6 days
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Posted on 01-30-22 01:11:25 PM Link | Quote


* flops, wings involved.

level 86

exp 5976049

exppct 31.8%

numposts 2006

 
Originally posted by Kaj
buuuut what if i'm bad at the game?

You don't even have to beat the game, I just need a bunch of Real Humans* playing!

* if you're not a human that's cool too!

____________________
In our brief lives,  β€’  we've managed to meet.  β€’  Treasure this gift,  β€’  this precious time that we have.        
✨ Fuck the cynicism, let the colors fly
Don't care you think it's cringe, because it's not your life~ 🎢
sofi

🌠
Level: 116


Posts: 3986/4152
EXP: 17094799
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Since: 02-18-11

Pronouns: she/her
From: γŸγΎγ”γ£γ‘ζ˜Ÿ

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Last activity: 8 hours
Posted on 01-31-22 03:28:11 AM Link | Quote

i did it, although i got so frustrated at Tatanga that i called it a day without beating it

i did a lot of strange movements too (i like to mess around in every game when i'm playing, instinctively), so i'm curious what the AI will learn from my behaviour.

____________________
 sofi 

β€» please excuse our appearance as we prepare for a new layout
rokken
Member
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Posted on 01-31-22 04:54:29 PM Link | Quote
Well, I recorded up to about 2-2, but now I have to get it uploaded somewhere...

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Jul - Projects and Creations - Play Super Mario Land to help me teach an AI! New poll - New thread - New reply


Rusted Logic
Acmlmboard - commit 47be4dc [2021-08-23]
Β©2000-2022 Acmlm, Xkeeper, Kaito Sinclaire, et al.

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