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