raehyuns / DDRL_tradingLinks
Deep Direct Recurrent Reinforcement Learning to learn trading system
☆26Updated 8 years ago
Alternatives and similar repositories for DDRL_trading
Users that are interested in DDRL_trading are comparing it to the libraries listed below
Sorting:
- Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning☆28Updated 7 years ago
- Trading Stock with Deep Reinforcement Learning☆24Updated 7 years ago
- A Project of a Reinforcement Learning course. Simulated competing investment strategies through continuous refinement in a virtual stock …☆15Updated 6 years ago
- Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation☆36Updated 6 years ago
- A deep learning model for Financial Signal Representation and Trading☆76Updated 7 years ago
- Trend Prediction for High Frequency Trading☆42Updated 3 years ago
- A crypto currency live-trading backend for Huobi☆37Updated 7 years ago
- Deep learning for price movement prediction using high frequency limit order data☆39Updated 7 years ago
- 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
- Automated FOREX trading using recurrent reinforcement learning☆34Updated 3 years ago
- ☆17Updated 3 years ago
- Build DDPG models and test on stock market☆22Updated 7 years ago
- ☆34Updated 5 years ago
- Deep Direct Reinforcement Learning for Financial Signal Representation and Trading(http://cslt.riit.tsinghua.edu.cn/mediawiki/images/a/aa…☆29Updated 6 years ago
- quantitative trading system based on deep learning and reinforcement learning☆53Updated 7 years ago
- ☆27Updated 7 years ago
- Machine learning approach to high frequency trading, MLP & RNN used☆22Updated 9 years ago
- A DQN agent that optimally hedges an options portfolio.☆25Updated 5 years ago
- Implementation of the DDPG algorithm for Optimal Finance Trading☆45Updated 6 years ago
- This repository contains the main code used in the paper "Deep Reinforcement Learning for Market Making Under a Hawkes Process-Based Limi…☆68Updated 2 years ago
- Momentum following strategies and optimal execution cost upon Implement Shortfall algorithm☆15Updated 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
- Deep q learning on determining buy/sell signal and placing orders☆50Updated 6 years ago
- Stock Price Prediction with LSTM and Trading Strategy with Reinforcement Learning☆14Updated 6 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 …☆36Updated 5 years ago
- Implementing a medium freq trading strategy by estimating price impact via order flow.☆16Updated 5 years ago
- Hedging portfolios with reinforcement learning.☆36Updated 8 years ago
- Pairs Trading with Machine Learning on Distributed Python Platform☆124Updated 3 years ago
- An implementation of a stock market trading bot, which uses Deep Q Learning☆24Updated 3 years ago