Starcraft 2 AI with neural networking training

Starcraft 2 AI making in-game decisions on the fly based on previous training through a 2d convolutional neural network. Picks 1 out of 14 avaliable decisions. Ranging from what to build, when to scout and attack/defense.

First gen: only made decisions on what do to with army units.

Second gen: Picks 1 out of 14 avaliable decisions. Ranging from what to build, when to scout and attack/defense.

Getting Started

Does not work on python 3.7! Websockets have changed! Use python 3.6.

Download and install Starcraft 2 for free through Blizzards application.

Download maps from Blizzards github

Download python-sc2 by Dentosal

Modify paths.py if you placed Starcraft 2 in non-default place. Give the full path to your sc2 executable under BASEDIR. paths.py can be found inside of your ~/python36/Lib/site-packages/sc2/paths.py

Dependencies

python-sc2 by Dentosal

python-sc2 fork by daniel

adds function on_end which passes game result

Keras

Tensorflow

Opencv

Other

Python 3.6