game-intelligence

Game from CentraleSupélec on Artificial Intelligence face to face confrontation by Ayush Rai and Paul Asquin.

Install the project

The gameboard framework has been developped by our teacher for a Windows environment. Then, if you want to reproduce this project, be sure to run it on a Windows environnement. Still, you can absolutely run game-strategy tests in any environment, using nothing but a jupyter notebook.

Clone the repo

git clone https://github.com/paulasquin/game-intelligence.git
cd game-intelligence

Get the dependencies

Docker may have been an overkill regarding the depencies we need. Just be sure to run this project using python3 and install the requirements:

pip install -r requirements.txt

Start the project

Run the program Resources/VampiresVSWerewolvesGameServer.exe then execute from the "game-intelligence" folder:

python connect_server.py --myparams 127.0.0.1 5555

This will run a instance of a player. Run the same command in a new terminal to connect a second player.

Files introduction

• strategy_training.ipynb: AI strategy implementation. Dev was done in a jupyter notebook. This is the most important file you want to look at as it is the game strategy.
• connect_server.ipynb: Server management implementation. Dev was done in a jupyter notebook.
• ".py: notebook exportation in regular python files to be run for the server connection.
• Projectv10.pdf: Project instructions
• Resources Folder: Server runnable file and its dependencies. Use *.xml and *.config to configure maps and player max response time.