Experimental code supporting the results presented in the scientific research paper entitled "An Application of Deep Reinforcement Learning to Algorithmic Trading"
☆213Nov 24, 2021Updated 4 years ago
Alternatives and similar repositories for An-Application-of-Deep-Reinforcement-Learning-to-Algorithmic-Trading
Users that are interested in An-Application-of-Deep-Reinforcement-Learning-to-Algorithmic-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:
- Using Resnet architecture in the contextual bandit framework for financial asset trading☆16Nov 22, 2024Updated last year
- A Reinforcement Learning based Stock Trader with multiple backends☆32Jun 26, 2020Updated 5 years ago
- A Deep Reinforcement Learning Framework for Stock Market Trading☆188Oct 9, 2021Updated 4 years ago
- ☆15Jan 11, 2021Updated 5 years ago
- Trading with recurrent actor-critic reinforcement learning☆437Jan 24, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Reinforcement Learning framework to make synthetic experiments in the financial domain☆23Jul 18, 2023Updated 2 years ago
- ☆56Jul 15, 2020Updated 5 years ago
- ☆32Jul 16, 2020Updated 5 years ago
- Deep direct reinforcement learning for financial signal representation and trading☆32Oct 7, 2020Updated 5 years ago
- todo: desc☆11Aug 12, 2021Updated 4 years ago
- FinRL-X: An AI-Native Modular Infrastructure for Quantitative Trading☆2,782Updated this week
- A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep rei…☆692Nov 6, 2024Updated last year
- 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
- This is the code implementation of the paper "Financial Trading as a Game: A Deep Reinforcement Learning Approach".☆91Mar 15, 2021Updated 5 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Research project implementation for the ICAIF'21 publication and Master's Thesis. ITS-SentARL => Intelligent Trading Systems: A Sentiment…☆42Sep 8, 2024Updated last year
- Applying the Trading Deep Q-Network algorithm (TDQN) on shares in the hydrogen sector.☆11Nov 11, 2020Updated 5 years ago
- This project uses Deep Reinforcement Learning (DRL) to develop and evaluate stock trading strategies. By implementing agents like PPO, A2…☆97Jun 28, 2024Updated last year
- ☆20Mar 28, 2023Updated 3 years ago
- Deep Reinforcement Learning For Trading☆108Feb 1, 2024Updated 2 years ago
- JAX-LOB: A GPU-Accelerated limit order book simulator to unlock large scale reinforcement learning for trading☆139Mar 16, 2026Updated 2 weeks ago
- An RL model that uses double deep Q learning to generate an optimal policy of stock market trades☆106Dec 8, 2022Updated 3 years ago
- Official implementation of the UMDQN algorithm presented in the scientific research paper entitled "Distributional Reinforcement Learning…☆11Jun 3, 2022Updated 3 years ago
- Emergent Trading Strategies with DQN in Stock Market Trading This repository contains the implementation of a Deep Q-Network (DQN), appli…☆13Aug 8, 2023Updated 2 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.
- https://arxiv.org/abs/2006.04992☆19Jun 17, 2021Updated 4 years ago
- This repository presents our work during a project realized in the context of the IEOR 8100 RL Class at Columbia University.☆257Feb 7, 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…☆287Aug 31, 2021Updated 4 years ago
- Using deep actor-critic model to learn best strategies in pair trading☆322May 18, 2017Updated 8 years ago
- The repository contains the code for project for DS 5500 course at Northeastern.☆36Dec 8, 2019Updated 6 years ago
- Our codebase trials provide an implementation of the Select and Trade paper, which proposes a new paradigm for pair trading using hierar…☆131Aug 31, 2023Updated 2 years ago
- This project implements the two deep reinforcement learning algorithms on portfolio management☆55Aug 30, 2018Updated 7 years ago
- playing idealized trading games with deep reinforcement learning☆360Jun 15, 2021Updated 4 years ago
- This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy g…☆108Sep 12, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Deep Reinforcement Learning Robot Advisor☆25Nov 12, 2021Updated 4 years ago
- Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader☆194Dec 8, 2022Updated 3 years ago
- ☆42Sep 15, 2021Updated 4 years ago
- A Deep Reinforcement Learning neural net for an original Multi-Dimensional Pairs Trading strategy is proposed☆21Dec 11, 2018Updated 7 years ago
- Deep Reinforcement Learning for Portfolio Optimization☆131Apr 17, 2020Updated 5 years ago
- PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Managemen…☆1,852Oct 9, 2021Updated 4 years ago
- List of awesome resources for machine learning-based algorithmic trading☆1,841Aug 8, 2023Updated 2 years ago