Setup

conda deactivate
conda activate webshop

Setup WebShop Environment

1. cd webshop
2. Follows instruction in webshop/readme.md The installation scripts were modified so that it works on the author's machine setup. If failed, try installing from the original repository.

Setup ROIL

1. Update .env

PYTHONPATH=$PYTHONPATH:$PWD/webshop
OPENAI_APIKEY=your-api-key

2. install requirement

chmod +X setup.sh
. ./setup.sh
pip install -r requirement

Running

Rule optimization

To run rule optimization steps, use runner/webshop/train.py. The main function of the script has hyperparameters described in the paper.

Evaluation

Use runner/webshop/eval.py to evaluate an optimized ruleset. Hyperparameters are either inherited from the optimization log or being the default values.

Alignment

The alignment experiment discussed in the paper was done using runner/webshop/align.py.