Research Topic Time Series Analysis

Research Topic Summarization

• RL trading paper

  

• Building Trading Models Using Reinforcement Learning

  

• Predict Stock Prices Using RNN: Part 1

  

• Reinforcement Learning in Online Stock Trading Systems paper pdf

  

• Stock Market Predictor using Supervised Learning

  

• Stock-er, a predictive model for stock Prices

  

• Deep Direct Reinforcement Learning for Financial Signal Representation and Trading paper

  

• TreasureBot

  Probably everybody who studied machine learning thought how to use it to solve financial problem (buy and sell stocks perhaps). A very interesting article shows how to do it with direct reinforcement Learning [1]. We try to impement the idea presented in the article with some slight modification (LSTM instead of recurrent neural network, for example) and some innovative techniques.

• Quant Papers Collection

  • Machine Learning Related
  • Low Frequency Prediction
  • Reinforcement Learning
  • Natual Language Processing Related
  • High Frequency Trading
  • Portfolio Management

  Using the latest advancements in deep learning to predict stock price movements

  Using the latest advancements in deep learning to predict stock price movements

  Using the latest advancements in AI to predict stock market movements