ProtossAgent-RL

This project is designed to help me familiarize myself with machine learning, as this is my first attempt. This agent is created using the PySC2 API created by DeepMind. Based off of skjb's tutorials for implementing PySC2 with Q-learning.

Installation

In order to run this you will need Starcraft 2, the PySC2 package, and maps for the agent to run on (this agent was designed with Catalyst in mind).

After cloning this file, add it to the agents folder of the PySC2 package.

Currently in progress

• Implementing all units and buildings into the agents actions.
• Defeating an A.I on easy.
• Using Q-Learning to reward the agent.
• Having the agent expand to a second base.
• Making the agent flexible against any map or enemy race.

Goals for this project

• Have the agent beat an A.I on hard.
• Use Q-learning to teach the agent to make smart decisions.
• Teach the agent to use different strategies at random to go off of (rushing, expanding, cloak/air units)