stock_market_reinforcement_learning
by kh-kim
This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.
AI summary
Stock Trading Simulator
Provides a general environment for stock market trading simulation using OpenAI Gym and reinforcement learning algorithms
- stars
- 791
- forks
- 320
- watching
- 75
- awesome lists
- 2
Similar projects
Found by comparing what the projects do, not just their names.
kismuz/btgym988
Trading simulator
A framework for running reinforcement learning experiments in real-world algorithmic trading environments
Trading simulator
An environment for testing and training reinforcement learning models to make trading decisions based on historical market data
Portfolio optimizer
An open-source framework for training deep reinforcement learning models to optimize stock portfolio management
Trading strategy simulator
A reinforcement learning framework for developing trading strategies
Pair Trading Trainer
An implementation of a deep reinforcement learning algorithm to learn optimal strategies in pair trading by analyzing stock market data.
Trading simulator
A toolkit for training and backtesting reinforcement learning algorithms in trading environments.
Portfolio Optimizer
Reinforcement learning-based algorithm for optimizing stock trading and portfolio management
Trading simulator
A project demonstrating the application of deep learning techniques to financial data and algorithmic trading
Trading bot
A reinforcement learning-based trading system that uses Deep Q-Networks to make optimal trading decisions based on historical stock prices.
Trading strategy simulator
This project demonstrates a reinforcement learning approach to developing a financial trading model in MATLAB.
Trading framework
An environment and framework for training reinforcement learning agents to make trading decisions on cryptocurrency markets.
Trading bot
A project implementing a reinforcement learning-based automated trading system to optimize stock portfolio management.
Stock trader
An agent learns to trade stocks using reinforcement learning
Trading Bot
An implementation of a stock trading bot using Deep Q-Learning to predict and make trades based on historical market data.
Trading simulator library
A repository of implements and environments for implementing deep reinforcement learning and supervised learning methods in quantitative trading.
Featured in 2 awesome lists
Each link jumps to the spot where the list mentions stock_market_reinforcement_learning.
