This folder contains everything you need to run the experiments described in the paper "Exploration in Online and Batch Q-Learning".

To install, simply run pip install requirements.txt.

experiment.py is the runner for all experiments. Running python experiment.py -h will present a help screen that describes the options available.

To run the Linear Random experiment you would use the following command:

python experiment.py LinearRandom --run-id 1