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Hebbian Evolution

Code for the paper "Testing the Genomic Bottleneck Hypothesis in Hebbian Meta-Learning" arxiv.org/abs/2011.06811

Reproducing results

  1. git checkout <revision>
  2. pip install -r requirements.txt
  3. python main.py
Experiment Revision
Reproduce Hebbian Car 3986daf
Static Car b787e93
LSTM Car bc4a8bf
Hebbian Car 1ea0683
ρ=128 Car dc2d0ba
Reproduce Hebbian Ant dd84d20
Static Ant 18dd880
LSTM Ant f829251
Hebbian Ant 2ae317d
ρ=32 Hebbian Ant f829251
ρ=64 Hebbian Ant 28fa1d6
ρ=128 Hebbian Ant 784de3f
ρ=256 Hebbian Ant 7ee6008
ρ=N Hebbian Ant 8231ab7
Best Hebbian Ant 47e271a

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