This project was done as the final project of RME 3211 (Intelligent Systems and Robotics Lab). Here we used Approximate (Linear Approximation) Q Learning for automatic stock trading of three stocks:
We tested the work both including the COVID 19 timeline and excluding the COVID 19 timeline in Bangladesh. We found an Return on Investment value of 13.29% on including COVID 19 timeline and -37.46% on excluding COVID 19 timeline while testing. Our best result's Price-Buy-Sell graph is shown on the three stocks:
Grameenphone Ltd
Square Pharmaceuticals Ltd
ACI Formulations Ltd
Our code is an updated version of this repository: https://github.com/KonstantinosNikolakakis/Stock-Trading-Reinforcement_Learning
Project Partner:
