Stocks Trading System with Reinforcement Learning

Introduction

This repo contains all the code for the project of TAMU CSCE689 Reinforcement Learning Course. We implement a simple stocks trading system with deep Q-learning algorithm.

Run

To reproduce the results, run the code in jupyter notebook file run.ipynb.

Results

Acknowledge

We particularly appreciate Shmuma for that he creates a gym-like stocks trading environment and makes it publicly available at GitHub. We used his implemented environment in our project.