MehranTaghian / DQN-TradingLinks
A Deep Reinforcement Learning Framework for Stock Market Trading
☆170Updated 3 years ago
Alternatives and similar repositories for DQN-Trading
Users that are interested in DQN-Trading are comparing it to the libraries listed below
Sorting:
- Experimental code supporting the results presented in the scientific research paper entitled "An Application of Deep Reinforcement Learni…☆202Updated 3 years ago
- We introduce the first end-to-end Deep Reinforcement Learning based framework for active high frequency trading.☆69Updated last year
- Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader☆187Updated 2 years ago
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆214Updated last year
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆222Updated 2 years ago
- Limit Order Book data analysis and modeling using LSTM network☆137Updated 6 years ago
- A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep rei…☆664Updated 7 months ago
- An Structural Application of Reinforcement Learning in Pair Trading☆9Updated last year
- Using tabular and deep reinforcement learning methods to infer optimal market making strategies☆196Updated last year
- This repository presents our work during a project realized in the context of the IEOR 8100 RL Class at Columbia University.☆252Updated 3 years ago
- An RL model that uses double deep Q learning to generate an optimal policy of stock market trades☆104Updated 2 years ago
- ☆138Updated 2 years ago
- A general-purpose, flexible, and easy-to-use simulator alongside an OpenAI Gym trading environment for MetaTrader 5 trading platform (App…☆483Updated 7 months ago
- ☆32Updated 4 years ago
- ☆200Updated 2 years ago
- This repository is for the demonstration of our work, "Market Making with Deep Reinforcement Learning from Limit Order Books"☆61Updated 2 years ago
- Cloud-native Financial Reinforcement Learning☆440Updated last year
- Portfolio management using Actor-Critic Deep Reinforcement Learning algorithms including A2C, DDPG, and PPO☆45Updated 3 years ago
- A simple, yet elegant visualization of our stock trading RL agent environment.☆221Updated 3 years ago
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆419Updated 2 years ago
- Practical Deep Reinforcement Learning Approach for Stock Trading. NeurIPS 2018 AI in Finance.☆90Updated last year
- ☆199Updated this week
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆252Updated 2 years ago
- Pair Trading Strategy using Machine Learning written in Python☆119Updated 3 years ago
- This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy g…☆108Updated 5 years ago
- A simple, easy, customizable Gymnasium environment for trading.☆432Updated 3 months ago
- Trading multiple stocks using custom gym environment and custom neural network with StableBaselines3.☆53Updated 2 years ago
- 🚂💨 Deep Momentum Networks for Time Series Strategies☆119Updated 5 years ago
- A genetic programming algorithm used for generating alpha factors in the multi-factor investment strategy☆64Updated 4 years ago
- Market Making via Reinforcement Learning☆326Updated 5 years ago