An implementation of the linear programming approach for Q-learning.

For more details on the LP approach for Q-learning check out our paper https://arxiv.org/abs/2003.08721

In order to install this python package, execute the following steps:

1. create a conda environment with python 3.6 with the command conda create -n yourenvname python=3.6 anaconda
2. activate your virtual environment with source activate yourenvname
3. install gurobi with the command: conda install gurobi
4. request an academic licence for Gurobi (see https://www.gurobi.com/academia/academic-program-and-licenses/)
5. clone the repo
6. cd into the cloned repo on your local machine
7. run the command: python setup.py install

To check the installation, go to the folder \files and run the command: sh bash.sh.

Note: if you make use of this toolbox for your research, please cite https://arxiv.org/abs/2003.08721