druce / rlLinks
Deep Reinforcement Learning For Trading
☆108Updated 2 years ago
Alternatives and similar repositories for rl
Users that are interested in rl are comparing it to the libraries listed below
Sorting:
- Deep Q-Learning for Market Making☆127Updated 7 years ago
- Deep q learning on determining buy/sell signal and placing orders☆51Updated 6 years ago
- An RL model that uses double deep Q learning to generate an optimal policy of stock market trades☆106Updated 3 years ago
- Implementation of Reinforcement Learning in Pair Trading☆11Updated 7 months ago
- This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy g…☆110Updated 6 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…☆59Updated 6 years ago
- Training an Agent to make automated trading decisions in a simulated stochastic market environment using Reinforcement Learning or Deep Q…☆88Updated 6 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆223Updated 2 years ago
- Reinforcement Learning for Automated Trading☆90Updated 9 years ago
- Demo for the application of RL to non-stationary effects☆46Updated 5 years ago
- Pairs Trading with Machine Learning on Distributed Python Platform☆125Updated 3 years ago
- ☆143Updated 3 years ago
- Implementing a Generative Adversarial Network on the Stock Market☆121Updated 3 years ago
- We tested 3 approaches for Pair Trading: distance, cointegration and reinforcement learning approach.☆270Updated 3 years ago
- A Deep Reinforcement Learning Challenge on Forex Portfolio Management☆151Updated last year
- Trading environnement for RL agents, backtesting and training.☆166Updated 3 years ago
- Notebook based on the book "Advances in Financial Machine Learning" by Marcos Lopez de Prado☆126Updated 6 years ago
- Hedging portfolios with reinforcement learning.☆36Updated 8 years ago
- ☆75Updated 3 years ago
- 𝘋𝘦𝘦𝘱 𝘙𝘓 𝘈𝘭𝘨𝘰𝘵𝘳𝘢𝘥𝘪𝘯𝘨 𝘸𝘪𝘵𝘩 𝘙𝘢𝘺 𝘈𝘗𝘐☆176Updated 2 years ago
- Code for thesis project on applying reinforcement learning to algorithmic trading☆33Updated 3 years ago
- Deep learning modelling of orderbooks☆102Updated 5 years ago
- A crypto currency live-trading backend for Huobi☆37Updated 7 years ago
- This trading-gym is the first trading for agent to train with episode of short term trading itself.☆232Updated 3 years ago
- Automated FOREX trading using recurrent reinforcement learning☆35Updated 3 years ago
- Master repository for the pandas-ml modules☆164Updated 2 years ago
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆219Updated 2 years ago
- Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV f…☆208Updated last year
- Master Thesis: Limit order placement with Reinforcement Learning☆179Updated 3 weeks ago
- Repository containing the code for a pairs trading investment strategy (Master Thesis in Electrical and Computer Engineering - Técnico Li…☆171Updated 6 years ago