Awesome

OpenAI Gym Environment for Trading

Environment for reinforcement-learning algorithmic trading models

The Trading Environment provides an environment for single-instrument trading using historical bar data.

See here for a jupyter notebook describing basic usage and illustrating a (sometimes) winning strategy based on policy gradients implemented on tensorflow.