A custom OpenAI gym environment for simulating Bitcoin trades on historical price data with live rendering.
In this article, we've created a profitable cryptocurrency trading agent using deep reinforcement learning.
Data sets: https://www.cryptodatadownload.com/data/northamerican/
If you'd like to learn more about how we created this agent, check out the Medium article: https://towardsdatascience.com/creating-bitcoin-trading-bots-that-dont-lose-money-2e7165fb0b29
Later, we optimized this repo for massive profits using feature engineering and Bayesian optimization, check it out: https://towardsdatascience.com/using-reinforcement-learning-to-trade-bitcoin-for-massive-profit-b69d0e8f583b