valuedice

Fork of ValueDICE code that supports discrete action spaces, PyBullet, and is truly off-policy.

Setup

To install dependencies, run:

conda env create -f environment.yml

To download expert data, run:

cd ..
git clone https://github.com/gkswamy98/pillbox.git

Running Experiments

To train a learner:

./value_dice/run_experiments.sh "env_name"