Compositional Recursive Learner

This repo contains the code for the paper Automatically Composing Representation Transformations as a Means for Generalization.

@article{chang2018automatically,
  title={Automatically composing representation transformations as a means for generalization},
  author={Chang, Michael B and Gupta, Abhishek and Levine, Sergey and Griffiths, Thomas L},
  journal={arXiv preprint arXiv:1807.04640},
  year={2018}
}

Running the Code

For multilingual arithmetic, run the following command: python crl_arithlang.py

For MNIST image transformations, run the following command: python crl_imagetransform.py

You can print to a text file by adding the argument --printf.

If you are just want a quick run-through to see how the code works, add the argument --debug.