AliBeikmohammadi / rl-snake-game

A reinforcement learning based snake game

Reinforcement learning

The primary theory is based on the series: https://www.coursera.org/specializations/reinforcement-learning

Setting up a virtual environment

python3 -m venv rl-env
source rl-env/bin/activate
pip install -r requirements.txt

Chapters

The chapters are in notebooks.

Chapter 1: RL basics

chapter-1-rl-basics.ipynb

Chapter 2: k armed bandits

chapter-2-k-armed-bandits.ipynb