AutomatedStockTrading-DeepQ-Learning
Trading bot
A project implementing a reinforcement learning-based automated trading system to optimize stock portfolio management.
Every day, millions of traders around the world are trying to make money by trading stocks. These days, physical traders are also being replaced by automated trading robots. Algorithmic trading market has experienced significant growth rate and large number of firms are using it. I have tried to build a Deep Q-learning reinforcement agent model to do automated stock trading.
263 stars
18 watching
79 forks
Language: Jupyter Notebook
last commit: about 5 years agoLinked from 1 awesome list
georgezouq/awesome-ai-in-financeRelated projects:
| Repository | Description | Stars |
|---|---|---|
 pskrunner14/trading-bot | An implementation of a stock trading bot using Deep Q-Learning to predict and make trades based on historical market data. | 997 |
 miroblog/deep_rl_trader | A reinforcement learning-based trading system that uses Deep Q-Networks to make optimal trading decisions based on historical stock prices. | 411 |
 optimalpandemic/taurus | An AI-powered trading platform that uses reinforcement learning and real-time data collection to make cryptocurrency trading decisions. | 53 |
 deependersingla/deep_trader | An agent learns to trade stocks using reinforcement learning | 1,464 |
 asavinov/intelligent-trading-bot | An automated trading system that uses machine learning to analyze historical data and generate buy-sell signals for cryptocurrencies. | 1,103 |
 albert-z-guo/deep-reinforcement-stock-trading | An open-source framework for training deep reinforcement learning models to optimize stock portfolio management | 607 |
 yubing744/trading-gpt | Automates trading decisions using natural language processing and machine learning algorithms | 32 |
 shenyichen105/deep-reinforcement-learning-in-stock-trading | An implementation of a deep reinforcement learning algorithm to learn optimal strategies in pair trading by analyzing stock market data. | 310 |
 liamconnell/deep-algotrading | A project demonstrating the application of deep learning techniques to financial data and algorithmic trading | 234 |
 6-billionaires/trading-gym | A platform for training reinforcement learning agents to trade in financial markets. | 230 |
 sravb/algorithmic-trading | An algorithmic trading system using machine learning and historical stock data to predict price movements. | 113 |
 samre12/deep-trading-agent | A Deep Reinforcement Learning framework for trading Bitcoin | 756 |
 kh-kim/stock_market_reinforcement_learning | Provides a general environment for stock market trading simulation using OpenAI Gym and reinforcement learning algorithms | 791 |
 lumiwealth/lumibot | A backtesting and trading library for various assets and markets | 930 |
 vikrammel/easytrage | An automated cryptocurrency trading system that identifies price disparities across exchanges and suggests trades. | 62 |