notadamking / Stock-Trading-EnvironmentLinks
A custom OpenAI gym environment for simulating stock trades on historical price data.
☆849Updated 4 years ago
Alternatives and similar repositories for Stock-Trading-Environment
Users that are interested in Stock-Trading-Environment are comparing it to the libraries listed below
Sorting:
- Environment for reinforcement-learning algorithmic trading models☆714Updated 7 years ago
- A simple, yet elegant visualization of our stock trading RL agent environment.☆224Updated 4 years ago
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆420Updated 3 years ago
- Deep Q-learning driven stock trader bot☆901Updated 2 years ago
- Applying Reinforcement Learning in Quantitative Trading☆351Updated last year
- playing idealized trading games with deep reinforcement learning☆359Updated 4 years ago
- Cloud-native Financial Reinforcement Learning☆481Updated last year
- The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)☆2,359Updated last year
- A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep rei…☆684Updated last year
- Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/17…☆563Updated 9 months ago
- A general-purpose, flexible, and easy-to-use simulator alongside an OpenAI Gym trading environment for MetaTrader 5 trading platform (App…☆506Updated last year
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆255Updated 3 years ago
- FinRL® Tutorials. Please star.☆1,141Updated 9 months ago
- Reinforcement Learning for Portfolio Management☆475Updated 7 years ago
- Scalable, event-driven, deep-learning-friendly backtesting library☆1,028Updated 4 years ago
- Using deep actor-critic model to learn best strategies in pair trading☆320Updated 8 years ago
- This repository presents our work during a project realized in the context of the IEOR 8100 RL Class at Columbia University.☆256Updated 3 years ago
- A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym☆1,838Updated 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
- PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Managemen…☆1,840Updated 4 years ago
- This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.☆800Updated 9 years ago
- Deep Reinforcement Learning based Trading Agent for Bitcoin☆789Updated 7 years ago
- A simple, easy, customizable Gymnasium environment for trading.☆468Updated 9 months ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆223Updated 2 years ago
- This is the code for "Reinforcement Learning for Stock Prediction" By Siraj Raval on Youtube☆652Updated 3 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆567Updated 4 years ago
- Trading with recurrent actor-critic reinforcement learning☆437Updated 2 years ago
- Experimental code supporting the results presented in the scientific research paper entitled "An Application of Deep Reinforcement Learni…☆210Updated 4 years ago
- Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent☆940Updated 3 years ago
- ☆184Updated 7 years ago