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This repository will be used to publish the codes I will be writing for my thesis online. I will be attempting to replicate a stock market environment, and train my agent to make data-driven decisions based on the states it observes.

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FinRL Thesis

My thesis is geared towards using Reinforcement Learning methods to train my Agent to make decisions in a stock market. The actions to choose will be either to "Sell", "Hold", or "Buy" the stock, while staying within the budget allocated.

The files herein are currently a work-in-progress.

Hurdle 1

  • Trying to incorporate the Investopedia Stock Simulator API into my work. API designed by the GitHub user KirkThaker. URL: https://github.com/kirkthaker/investopedia-trading-api
  • Not working as a VPN connection will be needed to allow the console to access the login page. Pakistan internet throwing errors on this.

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This repository will be used to publish the codes I will be writing for my thesis online. I will be attempting to replicate a stock market environment, and train my agent to make data-driven decisions based on the states it observes.

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