A personal side project to explore the use of Deep RL in stock trading
This is a personal side project to explore the use of Deep RL in stock trading. As a start, I am currently trying to reproduce the results of the paper - Deep Robust Reinforcement Learning for Practical Algorithmic Trading. After that, I’d like to explore hierarchical ideas to handle portfolio management.
At the moment, I am using data obtained from Polygon’s API. I am experimenting mostly with AAPL data in minute interval.
A3C implementation - https://github.com/dgriff777/rl_a3c_pytorch