Neural Networks in factorio

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RepairMan
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Neural Networks in factorio

Post by RepairMan »

(Note: You should read some of this first: https://en.wikipedia.org/wiki/Feedforwa ... al_network )
So I've recently been interested in neural networks and i came up with a very basic implementation of them in factorio.
I'm only clamping the values because using sigmoid would require exponential calculations which can't be implemented directly

Schematic of the network:
(The numbers on the arrows represent the weight)
The basic XOR Neural Network
The basic XOR Neural Network
factorio.png (18.17 KiB) Viewed 5415 times
In Factorio:
In factorio
In factorio
Bildschirmfoto 2016-07-09 um 18.07.08.png (216.07 KiB) Viewed 5415 times

Code: Select all

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I might write some more about this in the future.
TODO List:
1. Build a von Neumann Probe Factory
2. Build a AI wich controls the factory
3. Send it all into space and watch as planets get eaten by it
4. PROFIT
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Amegatron
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Re: Neural Networks in factorio

Post by Amegatron »

I guess neural networks will be just an abstract exercise in Factorio :) Also, I really doubt someone will implement real perceptron with back propogation learning, or some other types of networks :) And even if someone does it, I do not see any use of them for now. But never mind, I also considered implementing a combinator-based CPU in Factorio would be usesless, but as I've seen some people use them to monitor remote outposts ... :)
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Gertibrumm
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Re: Neural Networks in factorio

Post by Gertibrumm »

Any news? Would love to see some examples
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ssilk
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Re: Neural Networks in factorio

Post by ssilk »

And how to learn it? :)
Cool suggestion: Eatable MOUSE-pointers.
Have you used the Advanced Search today?
Need help, question? FAQ - Wiki - Forum help
I still like small signatures...
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Gertibrumm
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Re: Neural Networks in factorio

Post by Gertibrumm »

ssilk wrote:And how to learn it? :)
This is something I wanted to get involved with a long time ago but never had a chance to get started with.
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