offline-rl-minigrid-env

Implementation of Offline Reinforcement Learning in Gym Mini-Grid Environment

Note:

• The baseline cql implementation given in this repository is similar to CQL.
• Gym Mini-Grid environment is adapted from gym-minigrid.
• Original Conservative Q-Learning (CQL) paper.

Installation

First, gym-minigrid environment has to be installed.

pip3 install gym-minigrid

Alternatively, gym environment could be installed from the sourse.

git clone https://github.com/maximecb/gym-minigrid.git
cd gym-minigrid
pip3 install -e .

Install dependencies.

pip3 install -r requirements.txt