/minecraft-ai

A (now obsolete) API for RL agents in Minecraft

Primary LanguagePython

Minecraft AI

Using reinforcement learning to design an intelligent AI for Minecraft. The model uses image analysis to "see" it's world and optimizes play in a closed system

Installation

You must be running Windows to run this AI (We require keybindings,screen capturing, and mouse control through the win32api)

Create a conda environment using

conda create --name ENV_NAME python=3.4

Install from the list of requirements.

pip install -r requirements.txt

How to Run

To run the AI, do the following. We assume that you have already started your conda environment using

source activate ENV_NAME
  1. First, we must configure Minecraft to the correct settings. As of the moment, you must set the following options:
  • Resolution: 1366x768
  • Block Distance: less than 10
  • No Light Shading
  • Windowed Mode

  1. Start Minecraft

  2. Run the following command

    python -i start.py

    main()

A prompt will appear to switch to your minecraft window: do so, and watch the AI run

TODO

  • Allow computer to control game inputs
  • Get display
  • Machine learning algorithm for detecting block