Deep Direct Reinforcement Learning for Financial Signal Representation and Trading(http://cslt.riit.tsinghua.edu.cn/mediawiki/images/a/aa/07407387.pdf)
☆29May 30, 2019Updated 6 years ago
Alternatives and similar repositories for FDRNN
Users that are interested in FDRNN are comparing it to the libraries listed below
Sorting:
- Trading Stock with Deep Reinforcement Learning☆24Aug 20, 2018Updated 7 years ago
- Automated FOREX trading using recurrent reinforcement learning☆35Dec 8, 2022Updated 3 years ago
- A deep learning model for Financial Signal Representation and Trading☆76Nov 4, 2018Updated 7 years ago
- ☆18Jan 7, 2019Updated 7 years ago
- Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning☆27Nov 5, 2018Updated 7 years ago
- Implement the model of Halperin and Feldshteyn for DJIA and SP500☆10Apr 4, 2019Updated 6 years ago
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Dec 20, 2017Updated 8 years ago
- Reinforcement Learning in FX Trading☆28Aug 17, 2019Updated 6 years ago
- Source code for paper:Multi-agent reinforcement learning for liquidation strategy analysis☆58May 30, 2019Updated 6 years ago
- Deep direct reinforcement learning for financial signal representation and trading☆31Oct 7, 2020Updated 5 years ago
- Applying the Trading Deep Q-Network algorithm (TDQN) on shares in the hydrogen sector.☆11Nov 11, 2020Updated 5 years ago
- ☆27Jan 18, 2018Updated 8 years ago
- Implementations of FX trading with RRL☆65Nov 14, 2018Updated 7 years ago
- A Deep Reinforcement Learning model for high volume and frequency Forex Portfolio Management☆13Jan 11, 2023Updated 3 years ago
- We use an adversarial expert based online learning algorithm to learn the optimal parameters required to maximise wealth trading zero-cos…☆11Apr 8, 2020Updated 5 years ago
- Create structured financial data in the form of tick, volume, and dollar bars from unstructured tick data. From Marcos Lopez de Prado's A…☆11Jan 26, 2021Updated 5 years ago
- Vpin caculation and backtesting☆14Aug 16, 2019Updated 6 years ago
- Deep RL for portfolio management☆13Aug 31, 2018Updated 7 years ago
- tabular q learning for trading☆12Dec 10, 2018Updated 7 years ago
- The code for Fuzzy Investment Counselor (FIC) and Markowitz portfolio theory for stock investment☆14Sep 2, 2020Updated 5 years ago
- Serverless Scraper for Cryptocurrency Order Book Data☆15Dec 8, 2022Updated 3 years ago
- A Tensorflow Implementation of Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction☆14Mar 9, 2020Updated 5 years ago
- Hedging portfolios with reinforcement learning.☆36Aug 2, 2017Updated 8 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆223Mar 24, 2023Updated 2 years ago
- Option Strategy for Futures☆17Jul 29, 2020Updated 5 years ago
- SVM for stock/index prediction☆14Dec 9, 2016Updated 9 years ago
- Exploring Optimal Order Execution in Simulated Limit Order Books☆19Dec 8, 2022Updated 3 years ago
- Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation☆38Jun 11, 2019Updated 6 years ago
- Baselines of reinforcement learning trading agents for China stock market☆18Jul 28, 2021Updated 4 years ago
- Blaze☆17Jun 19, 2021Updated 4 years ago
- stock trading by Deep Q-Learning (Deep Q Network)☆13Feb 6, 2017Updated 9 years ago
- Reinforcement learning environment for trading☆15Jan 27, 2018Updated 8 years ago
- A toolset for stock prediction using reinforced learning, including a custom OpenAI environment.☆43Jun 8, 2018Updated 7 years ago
- A crypto currency live-trading backend for Huobi☆37Aug 14, 2018Updated 7 years ago
- a unified environment for supervised learning and reinforcement learning in the context of quantitative trading☆46Jun 9, 2021Updated 4 years ago
- # Bayesian-Regression-to-Predict-Bitcoin-Price-Variations Predicting the price variations of bitcoin, a virtual cryptographic currency. T…☆22Mar 28, 2018Updated 7 years ago
- Deep learning models for high-frequency financial data (limited order book)☆19Apr 2, 2019Updated 6 years ago
- Deep q learning on determining buy/sell signal and placing orders☆51May 21, 2019Updated 6 years ago
- PyGOP: a python package that implements various algorithms using Generalized Operational Perceptron☆19Oct 29, 2025Updated 4 months ago