StarCraft II Reinforcement Learning Agent

An online Q-Learning agent for the game of StarCraft II.

Demo gameplay

The demo below shows a match between the RL agent (left) and a random bot (right).

Description

Getting Started

Tech Stack

• Python
• Google DeepMind's PySc2

Executing program

• Download the StarCraft II game.
• If not present already, in the StarCraft II folder create this folder structure Maps->Melee and place the Simple64 map file in there.
• Install dependencies.

# Install requirements
pip install -r requirements.txt

• Run the main.py file.

# Run rush bot
python demo.py

# Run DQN bot
python main,py

Authors

Contributors names and contact info

ex. Jovian Anthony Jaison ex. @jovianjaison

Version History

• 0.1
  • Initial Release

Acknowledgments

Inspiration, code snippets, etc.

• https://github.com/inspirai/python-sc2
• https://chatbotslife.com/building-a-basic-pysc2-agent-b109cde1477c
• https://github.com/skjb/pysc2-tutorial