A bot that plays Universal Paperclips.

Intended for learning about reinforcement learning.

Dependencies

General

• Python 3

Game Handler

• Python modules:
  • Selenium
  • lxml
• One of the following webdrivers:
  • Chromium
    • e.g. On Ubuntu: sudo apt install chromium-browser chromium-chromedriver
  • PhantomJS built with ghostdriver support
    • The binary distribution from http://phantomjs.org/ is best.

Game Emulation

• Python modules:
  • py_mini_racer

Learning

• Python modules:
  • Numpy
  • OpenAI Gym
  • OpenAI Baselines

Plotting

• Python modules:
  • matplotlib

Documentation

• Python modules:
  • Sphinx

Installation

git clone https://github.com/mmalahe/upb.git
cd upb
pip install -e .