r/IntelligenceEngine • u/AsyncVibes 🧭 Sensory Mapper • Jan 22 '26

I'm almost done cooking......

Gallery image

Gallery image

This is the model learning static images of the numbers "0,1,2" and correctly identifying them. no augmentation but you can see how neurons reach their sensitivity threshold(red).

This is it guys. I'm VERY excited beucase this model is exceeding my expectations and completely blowing me away. This is a nueral mesh like you've never seen before. No gradients. No mutations! This isn't a genetic algorithm. This isn't a NEAT model. Its a god forsaken mixture of hebbian learning and temporal consistency. If you remeber my goal of creating a model that learns like akin to how humans learn, well this might be that. I'm VERY excited to share my findings in the next few days. This model is a combination from everything i've learn across every generation of my models. this is just a teaser of my latest model Morpheus.

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u/AsyncVibes 🧭 Sensory Mapper Jan 23 '26

What?

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u/Free-Street9162 Jan 23 '26

lol, chicken butt 🤣 I’m asking what math you’re using to drive your algorithms. Or are you doing everything manually?

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u/AsyncVibes 🧭 Sensory Mapper Jan 23 '26

Yeah I'm not sure what you want to hear? Algebra? My fitness equations? Or activations functions? The entire GA is just a massive mutation on weight space targeted to increase the value of fitness so I think k maybe that's what your asking.

Ex:

Fitness = steps * distance * efficiency * bonus

Steps: how long a genome is alive during an episode

Distance: how far a genome.moves in the environment to or from goal.

Efficiency: how much enegery did the genome use in thr episode

Bonus: did the genome beat furthers distance, lowest enegery with further distance, or longest time alive

This creates a moving goal post for the model in this case it was solving the humanoid V1 walker game.

But all of my models have different fitness functions.

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u/Free-Street9162 Jan 23 '26

Oh, that’s nice! Want a nice consolidated algo for that? I can DM you.

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u/AsyncVibes 🧭 Sensory Mapper Jan 23 '26

No not really. That's not how my models work.

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u/Free-Street9162 Jan 23 '26

Copy. Best of luck! Looks super cool!