Brain.js: Support for evolutionary algorithms like Neat

Created on 1 Apr 2018  路  4Comments  路  Source: BrainJS/brain.js

walk evolution

Will Brain.js look into adding evolutionary algorithms like Neat?

Neatapatic was the best library for this but now is unmaintained so it would be nice if there was a replacement :)

Here is Neat learning Mario:
https://www.youtube.com/watch?v=qv6UVOQ0F44

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We would welcome it! Would you be up for helping with the cause?

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We would welcome it! Would you be up for helping with the cause?

My knowledge of the details is very limited. But I'm happy to help where I can.

This is the Neat paper:
http://nn.cs.utexas.edu/downloads/papers/stanley.ec02.pdf

This explains Neat:
http://blog.otoro.net/2016/05/07/backprop-neat/

The author of Neataptic explains the improvements he did:
https://towardsdatascience.com/neuro-evolution-on-steroids-82bd14ddc2f6

Here are some newer papers on neuroevolution:
https://medium.com/@moocaholic/2017-the-year-of-neuroevolution-30e59ae8fe18

I see both Brain.js and Neataptic have the same MIT licence, so that will help.

I would love this!!!!

Any progress on this ?...

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