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:
- An RL model that uses double deep Q learning to generate an optimal policy of stock market trades☆106Updated 3 years ago
- Deep Q-Learning for Market Making☆127Updated 7 years ago
- Implementation of Reinforcement Learning in Pair Trading☆11Updated 7 months 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
- 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
- ☆75Updated 3 years ago
- Deep q learning on determining buy/sell signal and placing orders☆51Updated 6 years ago
- Trading environnement for RL agents, backtesting and training.☆166Updated 3 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
- Notebook based on the book "Advances in Financial Machine Learning" by Marcos Lopez de Prado☆126Updated 6 years ago
- Pairs Trading with Machine Learning on Distributed Python Platform☆125Updated 3 years ago
- Demo for the application of RL to non-stationary effects☆46Updated 5 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
- Training an Agent to make automated trading decisions in a simulated stochastic market environment using Reinforcement Learning or Deep Q…☆88Updated 6 years ago
- ☆143Updated 3 years ago
- Research Repo (Archive)☆75Updated 5 years ago
- CSCI 599 deep learning and its applications final project☆155Updated 6 years ago
- Hedging portfolios with reinforcement learning.☆36Updated 8 years ago
- Master Thesis: Limit order placement with Reinforcement Learning☆179Updated 3 weeks ago
- A Deep Reinforcement Learning Challenge on Forex Portfolio Management☆151Updated last year
- Machine learning-driven financial trading strategy: momentum prediction, regime detection, and enhanced trading decisions.☆72Updated 2 years ago
- Trained an automated stock trading model with companies' fundamental data using FinRL, a Deep Reinforcement Learning library developed by…☆55Updated 4 years ago
- This trading-gym is the first trading for agent to train with episode of short term trading itself.☆232Updated 3 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆221Updated last year
- Master repository for the pandas-ml modules☆164Updated 2 years ago
- Source code for paper:Multi-agent reinforcement learning for liquidation strategy analysis☆58Updated 6 years ago
- ☆102Updated 3 years ago
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆218Updated 2 years ago