Using deep actor-critic model to learn best strategies in pair trading
☆323May 18, 2017Updated 9 years ago
Alternatives and similar repositories for Deep-Reinforcement-Learning-in-Stock-Trading
Users that are interested in Deep-Reinforcement-Learning-in-Stock-Trading are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of Reinforcement Learning in Pair Trading☆11Jul 4, 2025Updated 10 months 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…☆1,494Jan 22, 2018Updated 8 years ago
- Automate swing trading using deep reinforcement learning. The deep deterministic policy gradient-based neural network model trains to cho…☆70Apr 27, 2017Updated 9 years ago
- An environment to high-frequency trading agents under reinforcement learning☆289Aug 29, 2017Updated 8 years ago
- Environment for reinforcement-learning algorithmic trading models☆714Feb 26, 2018Updated 8 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Learning to trade under the reinforcement learning framework☆519Oct 15, 2016Updated 9 years ago
- Trading Stock with Deep Reinforcement Learning☆24Aug 20, 2018Updated 7 years ago
- Applying Reinforcement Learning in Quantitative Trading☆354Feb 14, 2024Updated 2 years ago
- playing idealized trading games with deep reinforcement learning☆360Jun 15, 2021Updated 4 years ago
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆219Nov 18, 2023Updated 2 years ago
- Deep Reinforcement Learning based Trading Agent for Bitcoin☆795Jun 7, 2018Updated 7 years ago
- Algorithmic Trading using RNN☆37Jun 23, 2016Updated 9 years ago
- This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.☆793Dec 23, 2016Updated 9 years ago
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Dec 20, 2017Updated 8 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- We tested 3 approaches for Pair Trading: distance, cointegration and reinforcement learning approach.☆272Dec 8, 2022Updated 3 years ago
- PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Managemen…☆1,854Oct 9, 2021Updated 4 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆567Jan 2, 2021Updated 5 years ago
- A Deep Reinforcement Learning neural net for an original Multi-Dimensional Pairs Trading strategy is proposed☆21Dec 11, 2018Updated 7 years ago
- Reinforcement Learning for finance☆190Apr 7, 2017Updated 9 years ago
- CSCI 599 deep learning and its applications final project☆155Mar 5, 2019Updated 7 years ago
- A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep rei…☆694Nov 6, 2024Updated last year
- ☆216Sep 27, 2017Updated 8 years ago
- A deep learning model for Financial Signal Representation and Trading☆78Nov 4, 2018Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Pairs Trading with Machine Learning on Distributed Python Platform☆126May 13, 2022Updated 4 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…☆286Aug 31, 2021Updated 4 years ago
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆254Dec 8, 2022Updated 3 years ago
- Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/17…☆562Mar 18, 2025Updated last year
- Deep Reinforcement Learning For Trading☆107Feb 1, 2024Updated 2 years ago
- Reinforcement Learning for Automated Trading☆90Dec 19, 2016Updated 9 years ago
- ☆171Sep 27, 2017Updated 8 years ago
- A toolset for stock prediction using reinforced learning, including a custom OpenAI environment.☆42Jun 8, 2018Updated 7 years ago
- Reinforcement Learning for Portfolio Management☆481Jun 26, 2018Updated 7 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆78Mar 28, 2019Updated 7 years ago
- Scalable, event-driven, deep-learning-friendly backtesting library☆1,032Aug 28, 2021Updated 4 years ago
- Deep Q-learning driven stock trader bot☆912Nov 26, 2023Updated 2 years ago
- Building an Agent to Trade with Reinforcement Learning☆40Dec 29, 2025Updated 4 months ago
- This is the code for "Reinforcement Learning for Stock Prediction" By Siraj Raval on Youtube☆652Jun 28, 2022Updated 3 years ago
- ☆26Jan 18, 2018Updated 8 years ago
- trading-agent☆38Dec 8, 2022Updated 3 years ago