MAML and Reptile in PyTorch

This repository includes the Sine wave experiment with MAML and Reptile.

Run

python main.py --run=MAML
python main.py --run=Reptile

Tested on

Python 3.7.4
PyTorch 1.3.1

Results

Loss after 30000 iterations
---------------------------
MAML: 0.058
REPTILE: 0.048

MAML:

Reptile:

Adapted from

John Schulman's GIST