Fast Rates for Maximum Entropy Exploration

This repository contains the source code used for the paper Fast Rates for Maximum Entropy Exploration.

Installation

Install the required packages for Python 3 with:

pip install requirements.txt

To reproduce the experiments, simply run:

python3 state_occupancies.py configs/double_chain.json

and

python3 state_occupancies.py configs/gridworld.json

The results will appear in the out directory.