edwardhdlu / q-trader
Deep Q-learning driven stock trader bot
☆860Updated last year
Alternatives and similar repositories for q-trader:
Users that are interested in q-trader are comparing it to the libraries listed below
- Deep Reinforcement Learning based Trading Agent for Bitcoin☆759Updated 6 years ago
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆412Updated 2 years ago
- A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep rei…☆617Updated 2 months ago
- Using deep actor-critic model to learn best strategies in pair trading☆311Updated 7 years ago
- Environment for reinforcement-learning algorithmic trading models☆706Updated 6 years ago
- Scalable, event-driven, deep-learning-friendly backtesting library☆986Updated 3 years ago
- Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent☆871Updated 3 years ago
- Reinforcement Learning for Portfolio Management☆459Updated 6 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆551Updated 4 years ago
- Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.☆1,623Updated 11 months ago
- Stock Trading Bot using Deep Q-Learning☆1,010Updated last year
- Applying Reinforcement Learning in Quantitative Trading☆346Updated 11 months ago
- Mostly experiments based on "Advances in financial machine learning" book☆543Updated 4 years ago
- Uses Deep Convolutional Neural Networks (CNNs) to model the stock market using technical analysis. Predicts the future trend of stock sel…☆600Updated last year
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆209Updated last year
- This is the code for "Reinforcement Learning for Stock Prediction" By Siraj Raval on Youtube☆650Updated 2 years ago
- Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/17…☆553Updated 4 years ago
- A simple, yet elegant visualization of our stock trading RL agent environment.☆216Updated 3 years ago
- Every day, millions of traders around the world are trying to make money by trading stocks. These days, physical traders are also being r…☆267Updated 3 years ago
- playing idealized trading games with deep reinforcement learning☆357Updated 3 years ago
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆244Updated 2 years ago
- Learning to trade under the reinforcement learning framework☆504Updated 8 years ago
- This project uses reinforcement learning on stock market and agent tries to learn trading. The goal is to check if the agent can learn to…☆1,465Updated 6 years ago
- Portfolio optimization with deep learning.☆943Updated 11 months ago
- This trading-gym is the first trading for agent to train with episode of short term trading itself.☆230Updated 2 years ago
- ☆328Updated 6 years ago
- This repository presents our work during a project realized in the context of the IEOR 8100 RL Class at Columbia University.☆245Updated 2 years ago
- This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.☆791Updated 8 years ago
- PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Managemen…☆1,757Updated 3 years ago