/StockTrading

Stock Trading using Reinforcement Learning

Primary LanguageJupyter Notebook

Stock Trading

Experiments on Stock Price Forecasting using LSTMs and Stock Trading using Reinforcement Learning. Work done for the 6th semester Mini Project with @pbcpraveen and @RamKaushikR.

Dataset

We used the stock market data for Apple (aapl.us.txt) from the Huge Stock Market Dataset, which is available on Kaggle.

Experiments

  1. Stock Price Forecasting using LSTMs (ForecastingLSTM.ipynb)

  2. Stock Trading using Deep Q Learning (TradingDeepQNetwork.ipynb)

  3. Stock Trading using Actor-Critic Method (TradingActorCritic.ipynb)