WenchenLi / q-learning-trader
tabular q learning for trading
☆11Updated 6 years ago
Alternatives and similar repositories for q-learning-trader:
Users that are interested in q-learning-trader are comparing it to the libraries listed below
- Deep RL for portfolio management☆12Updated 6 years ago
- Deep Reinforcement Learning applied to trading☆15Updated 6 years ago
- ☆19Updated 4 years ago
- ALGORITHM TRADING AND STOCK PREDICTION USING MACHINE LEARNING☆15Updated 6 years ago
- This project deals with the use of machine learning to predict changes in stock values as well as we incorporating study on effect of dif…☆13Updated 7 years ago
- Using Q-learning to better navigate orderbooks.☆21Updated 7 years ago
- Capstone Project for the Machine Learning Nanodegree. Used Deep Q Learning to create an agent that trade stocks.☆15Updated 8 years ago
- Paper: https://arxiv.org/pdf/2008.12275.pdf☆26Updated 4 years ago
- A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.☆22Updated 6 years ago
- (Work In Progress) Implementation of "Financial Time Series Prediction Using Deep Learning"☆16Updated 7 years ago
- We use an adversarial expert based online learning algorithm to learn the optimal parameters required to maximise wealth trading zero-cos…☆11Updated 5 years ago
- A method to search for a subset of best performing items wrt black-box reward function☆12Updated 5 years ago
- Use Neural Network as a trading strategy model☆27Updated 7 years ago
- Hedging portfolios with reinforcement learning.☆35Updated 7 years ago
- Model news data in short, medium and long term for stock price trend prediction☆21Updated 7 years ago
- Probabilistic and Directional Relu Wavenet with forex and economic news data☆25Updated 4 years ago
- Value and Momentum Using Machine Learning☆11Updated 4 years ago
- Deep learning in large multivariate time series using real-time feature extraction with MDFA☆12Updated 6 years ago
- Reinforcement Learning in FX Trading☆28Updated 5 years ago
- CAIS++ Spring 2019 Project: Building an Agent to Trade with Reinforcement Learning☆40Updated 5 years ago
- reinforcement learning project for crypto portfolio management☆9Updated 6 years ago
- Create a mid-price classifier for limit order books using a CNN and LSTM☆14Updated 4 years ago
- finance☆43Updated 7 years ago
- Reinforcement learning environment for trading☆15Updated 7 years ago
- Machine Learning examples adapted from Hastie, Tibshirani, and Friedman book☆9Updated 7 years ago
- sharpe is a unified, interactive, general-purpose environment for backtesting or applying machine learning(supervised learning and reinfo…☆49Updated 3 years ago
- ☆20Updated 5 years ago
- Pricing derivatives using the explicit finite-difference method☆13Updated 8 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
- Time-Series Momentum Strategies☆12Updated 6 years ago