geekpradd / Reinforcement-Learning-Stock-TraderLinks
A Reinforcement Learning based Stock Trader with multiple backends
☆31Updated 5 years ago
Alternatives and similar repositories for Reinforcement-Learning-Stock-Trader
Users that are interested in Reinforcement-Learning-Stock-Trader are comparing it to the libraries listed below
Sorting:
- apolanco3225 / Deep-Reinforcement-Learning-for-Optimal-Execution-of-Portfolio-Transactions-using-DDPGPerforming a trading strategy using deep deterministic policy gradients to know when to buy, hold or sell stocks in a virtual environment…☆58Updated 6 years ago
- An RL model that uses double deep Q learning to generate an optimal policy of stock market trades☆106Updated 3 years ago
- Deep Reinforcement Learning For Trading☆108Updated last year
- Exploring actor critic deep reinforcement learning methods for maximizing profits by learning stock trading strategies☆11Updated 2 years ago
- The repository contains the code for project for DS 5500 course at Northeastern.☆36Updated 6 years ago
- This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy g…☆108Updated 6 years ago
- Code for thesis project on applying reinforcement learning to algorithmic trading☆33Updated 3 years ago
- A DQN agent that optimally hedges an options portfolio.☆25Updated 5 years ago
- Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning☆28Updated 7 years ago
- ☆205Updated 3 weeks ago
- This repository represents work in progress for the Worldquant University Capstone Project titled: Asset Portfolio Management using Deep …☆89Updated 3 years ago
- Artificial-Intelligence-Big-Data-Lab / A-Multi-Layer-and-Multi-Ensembled-Stock-Trader-Using-Deep-Learning-and-Deep-Reinforcement-Learning☆57Updated 5 years ago
- This project is part of my internship at ULiege on Deep RL in stock market trading☆45Updated 2 years ago
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Updated 8 years ago
- Automated FOREX trading using recurrent reinforcement learning☆34Updated 3 years ago
- Deep Reinforcement Learning for Stock trading task☆21Updated 4 years ago
- This notebook contains an independently developed Keras/Tensorflow implementation of the CNN-LSTM model for Limit Order Book forecasting …☆37Updated 5 years ago
- Experimental code supporting the results presented in the scientific research paper entitled "An Application of Deep Reinforcement Learni…☆210Updated 4 years ago
- Trend Prediction for High Frequency Trading☆42Updated 3 years ago
- This project is essentially the implementation of the paper “Algorithmic Financial Trading with Deep Convolutional Neural Networks: Time …☆22Updated 5 years ago
- Source code for paper:Multi-agent reinforcement learning for liquidation strategy analysis☆58Updated 6 years ago
- The work aims to explore Value based, Deep Reinforcment Learning (Deep Q-Learning and Double Deep Q-Learning) for the problem of Optimal …☆56Updated 6 years ago
- Implementation of the DDPG algorithm for Optimal Finance Trading☆45Updated 6 years ago
- Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation☆37Updated 6 years ago
- Hedging portfolios with reinforcement learning.☆36Updated 8 years ago
- Machine learning-driven financial trading strategy: momentum prediction, regime detection, and enhanced trading decisions.☆72Updated 2 years ago
- Pairs Trading with Machine Learning on Distributed Python Platform☆125Updated 3 years ago
- Deep Reinforcement Learning for Trading☆30Updated 3 years ago
- In this project, we implement and compare the performance of several machine learning and deep learning algorithms in predicting the US s…☆56Updated 5 years ago
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆78Updated 6 years ago