An RL model that uses double deep Q learning to generate an optimal policy of stock market trades
☆106Dec 8, 2022Updated 3 years ago
Alternatives and similar repositories for RL-DeepQLearning-Trading
Users that are interested in RL-DeepQLearning-Trading are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader☆193Dec 8, 2022Updated 3 years ago
- A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep rei…☆688Nov 6, 2024Updated last year
- trading by Deep Q-Network☆15Oct 20, 2016Updated 10 years ago
- playing idealized trading games with deep reinforcement learning☆360Jun 15, 2021Updated 5 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆221Sep 23, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆252Dec 8, 2022Updated 3 years ago
- Deep Reinforcement Learning For Trading☆109Aug 19, 2026Updated 2 months ago
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆414Dec 8, 2022Updated 3 years ago
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆219Nov 18, 2023Updated 2 years ago
- A Deep Reinforcement Learning Framework for Stock Market Trading☆190Oct 9, 2021Updated 5 years ago
- DQN RL Trading bot for bitcoin☆34Mar 25, 2023Updated 3 years ago
- stock trading by Deep Q-Learning (Deep Q Network)☆13Feb 6, 2017Updated 9 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…☆302Aug 31, 2021Updated 5 years ago
- A Reinforcement Learning based Stock Trader with multiple backends☆32Jun 26, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- DQN stock trading pytorch implementation☆42May 31, 2026Updated 4 months ago
- Trading with recurrent actor-critic reinforcement learning☆437Jan 24, 2023Updated 3 years ago
- Processing and performing financial calculations on HFT data☆10Dec 19, 2018Updated 7 years ago
- Code for paper Stock trading rule discovery with double deep Q-network☆14May 27, 2023Updated 3 years ago
- Exploring Optimal Order Execution in Simulated Limit Order Books☆19Dec 8, 2022Updated 3 years ago
- ☆16Jan 27, 2022Updated 4 years ago
- The repository contains the code for project for DS 5500 course at Northeastern.☆35Dec 8, 2019Updated 6 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆223Mar 24, 2023Updated 3 years ago
- Deep Reinforcement Learning applied to trading☆15Jan 29, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This is the code implementation of the paper "Financial Trading as a Game: A Deep Reinforcement Learning Approach".☆93Mar 15, 2021Updated 5 years ago
- A network tries to predict movements in stock prices based on a picture of a time series stock price.☆40Feb 10, 2021Updated 5 years ago
- This repository is for the code of paper "Automated Cryptocurrency Trading Approach Using Ensemble Deep Reinforcement Learning: Learn to …☆20Sep 24, 2024Updated 2 years ago
- Deep learning models for high-frequency financial data (limited order book)☆19Apr 2, 2019Updated 7 years ago
- Financial Analysis and Algorithmic Trading Strategies in Python☆11Feb 16, 2023Updated 3 years ago
- Automated FOREX trading using recurrent reinforcement learning☆36Dec 8, 2022Updated 3 years ago
- A simple, yet elegant visualization of our stock trading RL agent environment.☆225Oct 11, 2021Updated 5 years ago
- ☆32Jul 16, 2020Updated 6 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
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Experimental code supporting the results presented in the scientific research paper entitled "An Application of Deep Reinforcement Learni…☆215Nov 24, 2021Updated 4 years ago
- Use total, upper, down, relative volatility factors to find Alpha. Implement whole trading process & back-test with visualization.☆13May 30, 2021Updated 5 years ago
- Powerful Stock Screener App written in python using Streamlit☆29Aug 20, 2024Updated 2 years ago
- This trading-gym is the first trading for agent to train with episode of short term trading itself.☆235Dec 8, 2022Updated 3 years ago
- Apply different deep learning models to limit order book.☆13Mar 6, 2018Updated 8 years ago
- Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning☆27Nov 5, 2018Updated 7 years ago
- Practical Deep Reinforcement Learning Approach for Stock Trading. NeurIPS 2018 AI in Finance.☆102Mar 15, 2024Updated 2 years ago