Code for thesis project on applying reinforcement learning to algorithmic trading
☆34Dec 8, 2022Updated 3 years ago
Alternatives and similar repositories for ReinforcementLearning-AlgoTrading
Users that are interested in ReinforcementLearning-AlgoTrading are comparing it to the libraries listed below
Sorting:
- Building an Agent to Trade with Reinforcement Learning☆39Dec 29, 2025Updated 2 months ago
- An example and description to Reinforcement Learning DQN model and dataformats for trading☆16Mar 30, 2019Updated 6 years ago
- Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning☆27Nov 5, 2018Updated 7 years ago
- ☆20Jun 8, 2019Updated 6 years ago
- Fully automated trading system, strategy based on Kalman filter☆13May 7, 2018Updated 7 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
- Compute set of important operations for HCTSA code☆27Apr 11, 2020Updated 5 years ago
- This trading-gym is the first trading for agent to train with episode of short term trading itself.☆233Dec 8, 2022Updated 3 years ago
- Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation☆38Jun 11, 2019Updated 6 years ago
- ☆56Jul 15, 2020Updated 5 years ago
- Applying Reinforcement learning models for stock price predictions☆25Nov 2, 2018Updated 7 years ago
- Implementation of "OPTIMAL MARKET MAKING BY REINFORCEMENT LEARNING"☆28Apr 5, 2021Updated 4 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆223Mar 24, 2023Updated 2 years ago
- Deep Neural Network Trading collection of Tensorflow Jupyter notebooks☆63May 22, 2023Updated 2 years ago
- Reinforcement Learning for finance☆190Apr 7, 2017Updated 8 years ago
- Basic Trader bot for ViaBTC exchange that uses real BTC-ETH price in decision making☆16Aug 17, 2018Updated 7 years ago
- A Reinforcement Learning based Stock Trader with multiple backends☆32Jun 26, 2020Updated 5 years ago
- An (unofficial) implementation of the post "Trading Bitcoin with Reinforcement Learning".☆102Sep 4, 2019Updated 6 years ago
- A deep learning model for Financial Signal Representation and Trading☆77Nov 4, 2018Updated 7 years ago
- A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.☆22Jun 25, 2018Updated 7 years ago
- Trading environnement for RL agents, backtesting and training.☆167Jun 21, 2022Updated 3 years ago
- Reinforcement Learning for Automated Trading☆90Dec 19, 2016Updated 9 years ago
- Research Repo (Archive)☆76Oct 6, 2020Updated 5 years ago
- Market making strategies and scientific papers☆14Aug 20, 2023Updated 2 years ago
- Option Strategy for Futures☆17Jul 29, 2020Updated 5 years ago
- Fear and volatility in crypto markets☆14Dec 8, 2022Updated 3 years ago
- Limit Orderbook CNN model implementation for ETH-BTC (buy-low-sell-high indicator)☆17Mar 20, 2023Updated 3 years ago
- Deep Reinforcement Learning A3C Crypto Trading Bot☆40Feb 24, 2018Updated 8 years ago
- Source code for the course "Deep Reinforcement Learning for High-Frequency Trading" held at the Ukrainian Catholic University / Czech Tec…☆20Sep 11, 2022Updated 3 years ago
- 𝘋𝘦𝘦𝘱 𝘙𝘓 𝘈𝘭𝘨𝘰𝘵𝘳𝘢𝘥𝘪𝘯𝘨 𝘸𝘪𝘵𝘩 𝘙𝘢𝘺 𝘈𝘗𝘐☆176Nov 9, 2023Updated 2 years ago
- Prototype of delta neutral market making strategy trading the BTCUSD perpetuals on Bybit and Binance.☆20Sep 10, 2021Updated 4 years ago
- Applying Reinforcement Learning in Quantitative Trading☆355Feb 14, 2024Updated 2 years ago
- A Deep Reinforcement Learning Challenge on Forex Portfolio Management☆152Jul 25, 2024Updated last year
- ☆140Jul 10, 2023Updated 2 years ago
- This project is to download and analyze cryptocurrency option data available on Deribit via a public API. Data are collected on an Ubuntu…☆10Sep 17, 2021Updated 4 years ago
- Every day, millions of traders around the world are trying to make money by trading stocks. These days, physical traders are also being r…☆287Aug 31, 2021Updated 4 years ago
- Learning to trade under the reinforcement learning framework☆517Oct 15, 2016Updated 9 years ago
- Python code of complete backtest of Banknifty Option Straddle☆23Feb 5, 2022Updated 4 years ago
- I use the random forest algorithm to forecast mid price dynamic over short time horizon i.e. a few seconds ahead☆31Apr 30, 2020Updated 5 years ago