youki-cao / Recurrent-Reinforcement-Learning-in-Bitcoin-Trading
Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning
☆28Updated 6 years ago
Alternatives and similar repositories for Recurrent-Reinforcement-Learning-in-Bitcoin-Trading:
Users that are interested in Recurrent-Reinforcement-Learning-in-Bitcoin-Trading are comparing it to the libraries listed below
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Updated 7 years ago
- Automated FOREX trading using recurrent reinforcement learning☆32Updated 2 years ago
- Trading Stock with Deep Reinforcement Learning☆25Updated 6 years ago
- Trend Prediction for High Frequency Trading☆37Updated 2 years ago
- A crypto currency live-trading backend for Huobi☆37Updated 6 years ago
- Stock Price Prediction with LSTM and Trading Strategy with Reinforcement Learning☆12Updated 5 years ago
- A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.☆22Updated 6 years ago
- Deep learning for price movement prediction using high frequency limit order data☆38Updated 6 years ago
- Stock Market Prediction Using Unsupervised Features☆53Updated 6 years ago
- An implementation of a stock market trading bot, which uses Deep Q Learning☆23Updated 2 years ago
- Deep q learning on determining buy/sell signal and placing orders☆47Updated 5 years ago
- A Reinforcement learning model which applies deterministic policy gradient algorithms to maximize return on portfolio management task☆14Updated 6 years ago
- Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation☆34Updated 5 years ago
- Code for thesis project on applying reinforcement learning to algorithmic trading☆33Updated 2 years ago
- Momentum following strategies and optimal execution cost upon Implement Shortfall algorithm☆15Updated 5 years ago
- A deep learning model for Financial Signal Representation and Trading☆73Updated 6 years ago
- Hedging portfolios with reinforcement learning.☆34Updated 7 years ago
- ☆25Updated 7 years ago
- Implementation of the DDPG algorithm for Optimal Finance Trading☆41Updated 5 years ago
- 2 algorithms of optimal trade execution: 1) Dynamic Programming 2) Frank-Wolfe Algorithm (Python & C++)☆17Updated 5 years ago
- Stock Prediction with XGBoost: A Technical Indicators' approach☆27Updated 6 years ago
- Machine learning trading method using meta-labeling. You can see the details in 'Advances in Financial Machine Learning' by Lopez de Prad…☆13Updated 3 years ago
- This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy g…☆107Updated 5 years ago
- Deep Reinforcement Learning applied to trading☆15Updated 6 years ago
- Deep Reinforcement Learning A3C Crypto Trading Bot☆40Updated 6 years ago
- A Deep Reinforcement Learning neural net for an original Multi-Dimensional Pairs Trading strategy is proposed☆21Updated 6 years ago
- This is a research about using ML or RL predictions for HFT Market Making. Backtest was build on Full order log☆27Updated 3 years ago
- Reinforcement Learning for Automated Trading☆85Updated 8 years ago
- Deep Reinforcement Learning For Trading☆106Updated last year
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆77Updated 5 years ago