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Show HN: Neural Net Flies Navigate through a maze

https://claude.ai/public/artifacts/4c5465b6-c384-4c9f-8a92-a4f840367ec2
14•logicallee•1mo ago
In this simulation, flies are controlled by a neural network. You can adjust the hyperparameters. There's a maze mode, in which flies have to avoid some obstacles. I think the effect is pretty cool. What do you think?

updated link:

https://claude.ai/public/artifacts/5f7017c8-98fb-4d89-a32c-1...

Comments

logicallee•1mo ago
Just a note that you'll want to use the updated link, because the flies weren't able to navigate the more complicated maze - or at least, I couldn't get them to using the hyperparameters I tried.

updated link: https://claude.ai/public/artifacts/5f7017c8-98fb-4d89-a32c-1...

c0n5pir4cy•1mo ago
I was wondering if the issue there is maybe the fitness function - the flies can get a higher fitness by avoiding the maze entrance early on by just heading straight up and early attempts to go into the maze early on will result in lower fitness.
onionisafruit•1mo ago
I loaded this on my phone and there's no food visible. It only made sense when I tried it from a computer.
nightshift1•1mo ago
Landscape mode fixed it for me.
nwatab•1mo ago
Very interesting. The maze is very difficult. Tries 2k+ generations with various params but can't let them go out of local optimal solution. They straightly just go up.

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