Reinforcement Learning using Deep Q-Learning

The idea is to create a deep q-learning algorithm that can generalize and solve most games in OpenAI's Gym.

1. To run this code first install OpenAI's Gym: https://github.com/openai/gym

2. Download this repo and run python run_carpole.py to run the agent (or any other game in this repo, like python run_lunarlander.py) and see it improve over time.

3. To run a Box2D game like LunarLander you have to install the Box2D Physics engine: pip install -e '.[box2d]'