NeuralQsandbox

NeuralQsandbox is an open-source environment for playing and experimenting with artificial intelligence.

Create a level and watch agent with artificial brain try to solve it. Modify learning variables and restructure agent's brain, then watch agent's change in behaviour.

Installation

Windows

Download latest release here and simply run NeuralQsandbox.exe

Linux

Create a virtual environment with Python 3.5 (or newer), and with pip install all requirements specified in requirements_linux.txt.

pip install -r requirements_linux.txt

This project also uses tkinter. If you don't have it installed already, you can install it by typing:

sudo apt install python3-tk

Features

• Custom levels with level editor
• Exporting/Importing levels
• Reinforcement learning (DQN)
• Exporting/Importing models
• Control many DQN variables

Documentation

Paper describing this project can be found here: https://github.com/Komarovec/NeuralQsandbox/blob/master/docs/dokumentace_projektu_cs.pdf