notadamking / Stock-Trading-Environment
A custom OpenAI gym environment for simulating stock trades on historical price data.
☆816Updated 3 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
- A simple, yet elegant visualization of our stock trading RL agent environment.☆218Updated 3 years ago
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆417Updated 2 years ago
- A general-purpose, flexible, and easy-to-use simulator alongside an OpenAI Gym trading environment for MetaTrader 5 trading platform (App…☆466Updated 4 months ago
- Environment for reinforcement-learning algorithmic trading models☆711Updated 7 years ago
- Cloud-native Financial Reinforcement Learning☆411Updated last year
- Applying Reinforcement Learning in Quantitative Trading☆348Updated last year
- The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)☆2,237Updated last year
- Deep Q-learning driven stock trader bot☆878Updated last year
- A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep rei…☆640Updated 4 months ago
- Using deep actor-critic model to learn best strategies in pair trading☆315Updated 7 years ago
- Scalable, event-driven, deep-learning-friendly backtesting library☆990Updated 3 years ago
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆213Updated last year
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆247Updated 2 years ago
- playing idealized trading games with deep reinforcement learning☆359Updated 3 years ago
- Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/17…☆560Updated last week
- This is the code for "Reinforcement Learning for Stock Prediction" By Siraj Raval on Youtube☆654Updated 2 years ago
- Reinforcement Learning for Portfolio Management☆467Updated 6 years ago
- This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.☆798Updated 8 years ago
- This repository presents our work during a project realized in the context of the IEOR 8100 RL Class at Columbia University.☆249Updated 3 years ago
- A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym☆1,761Updated 3 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆559Updated 4 years ago
- PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Managemen…☆1,772Updated 3 years ago
- Trading with recurrent actor-critic reinforcement learning☆435Updated 2 years ago
- ☆328Updated 6 years ago
- This trading-gym is the first trading for agent to train with episode of short term trading itself.☆230Updated 2 years ago
- Tutorials. Please star.☆956Updated 10 months ago
- ☆181Updated 6 years ago
- Experimental code supporting the results presented in the scientific research paper entitled "An Application of Deep Reinforcement Learni…☆195Updated 3 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆219Updated 2 years ago
- A simple, easy, customizable Gymnasium environment for trading.☆384Updated last week