ZhengyaoJiang / PGPortfolioLinks
PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).
☆1,800Updated 3 years ago
Alternatives and similar repositories for PGPortfolio
Users that are interested in PGPortfolio are comparing it to the libraries listed below
Sorting:
- Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/17…☆563Updated 2 months ago
- Environment for reinforcement-learning algorithmic trading models☆713Updated 7 years ago
- Deep Reinforcement Learning based Trading Agent for Bitcoin☆767Updated 6 years ago
- This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.☆801Updated 8 years ago
- Scalable, event-driven, deep-learning-friendly backtesting library☆1,001Updated 3 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…☆1,472Updated 7 years ago
- Reinforcement Learning for Portfolio Management☆470Updated 6 years ago
- Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.☆1,689Updated last year
- A custom OpenAI gym environment for simulating stock trades on historical price data.☆824Updated 4 years ago
- 📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.☆1,382Updated 6 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆560Updated 4 years ago
- Applying Reinforcement Learning in Quantitative Trading☆349Updated last year
- FinRL® Tutorials. Please star.☆1,023Updated 2 months ago
- Deep Q-learning driven stock trader bot☆883Updated last year
- Using deep actor-critic model to learn best strategies in pair trading☆317Updated 8 years ago
- A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym☆1,785Updated 3 years ago
- Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent☆904Updated 3 years ago
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆419Updated 2 years ago
- Online Portfolio Selection toolbox☆347Updated 9 years ago
- List of awesome resources for machine learning-based algorithmic trading☆1,634Updated last year
- FinRL®-Meta: Dynamic datasets and market environments for FinRL.☆1,547Updated this week
- This is the code for "Reinforcement Learning for Stock Prediction" By Siraj Raval on Youtube☆656Updated 2 years ago
- Collection of algorithms for online portfolio selection☆816Updated last week
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆213Updated last year
- Algorithmic trading with deep learning experiments☆1,444Updated 6 years ago
- The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)☆2,282Updated last year
- For trading. Please star.☆2,358Updated 11 months ago
- A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep rei…☆656Updated 6 months ago
- TensorForce Bitcoin Trading Bot☆828Updated 6 years ago
- Trading with recurrent actor-critic reinforcement learning☆437Updated 2 years ago