Hebbian Evolution
Code for the paper "Testing the Genomic Bottleneck Hypothesis in Hebbian Meta-Learning" arxiv.org/abs/2011.06811
Reproducing results
git checkout <revision>pip install -r requirements.txtpython 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 |