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Show HN: Neural Net Flies Navigate through a maze

claude.ai

14 points by logicallee 17 days ago · 5 comments · 1 min read

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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...

onionisafruit 12 days ago

I loaded this on my phone and there's no food visible. It only made sense when I tried it from a computer.

nwatab 11 days 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.

logicalleeOP 12 days 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 12 days 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.

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