Analysis and Q learning method for colonist.io, game community found here.

Download and install Annaconda3.

Download and install Microsoft Visual Studio.

Install Visual Studio Build Tools 2019 and Visual C++ build tools (link downloads the .exe).

First determine which version of CUDA is valid for your GPU then download and install the correct version form here.

Follow the guild on how to install cuDNN here.

conda create --name QL --file conda_install
conda activate QL

pip install -r requirements.txt     

A notebook for evaluating inital placament position can be found here. It shows a varity of metrics on what vertices are better to start on.

Use this bibtex to cite this repository:

@misc{colonist_ql,
  title={Analysis and Q learning in Catan},
  author={Zachary Todd},
  year={2020},
  publisher={Github},
  journal={GitHub repository},
  howpublished={\url{https://github.com/zactodd/ColonistQLearning}},
}