Here I recreate the classic game Pocket Tanks setup with a 'Dumb' AI that shoots randomly then walks in toward the target, and a Q-Learning based AI that will learn how to play the game!
I like to use Anaconda 3 for my projects, so download and install that. Then in an anaconda prompt pip install the following libs:
keras
tensorflow
matplotlib
numpy
pygame
Then you can clone this repo and get running
Open an anaconda prompt and cd to the projects root directory. Then run
python main.py
to play the game
OR
python trainer.py
to train DeQuaN!
The following keys have the following commands for the game:
h: headless - turns the training session headless or not
q: quit - ends the game
, or .: Change the selected weapon
- or =: decrease or increase the power
left arrow or right arrow: decrease or increase the angle
f: fire - launch the selected projectile.