Pong AI

The idea of the project is to Learn Reinforcement Learning and Game AI While teaching a Pong AI .

Installation

Use the package manager pip to install virtualenv.

pip install virtualenv

Usage

python 3.7 (tested)

make a virtualenv
python -m virtualenv venv

Activate the virtual environment
In Windows: `venv\Script\activate`
In UNIX : `source venv/bin/activate`

Install requirements
pip install -r requirements.txt

Play the game
python game.py

Info

• Details of the modules that are already created : Browser module for the game, gym module for q learnign(mountain car example)
• Work done up until now - firebase deployment configs and browser deployment configs have been setup, qlearning module from gym, Pong Env for custom observations was made using pygame and tested
• Modules To Be Created - Deep Qlearning instead of Q tables
• Work To Be Done - Integrate Deep Qlearning with the already prepared pyame module

Useful Links

Youtube Github