Implementation of the DDPG algorithm for Optimal Finance Trading
☆45Sep 15, 2019Updated 6 years ago
Alternatives and similar repositories for Reinforcement-Learning-for-Optimal-Financial-Trading
Users that are interested in Reinforcement-Learning-for-Optimal-Financial-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:
- Performing a trading strategy using deep deterministic policy gradients to know when to buy, hold or sell stocks in a virtual environment…☆59Apr 8, 2019Updated 6 years ago
- ☆34Jul 17, 2020Updated 5 years ago
- ☆26Jan 18, 2018Updated 8 years ago
- Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation☆38Jun 11, 2019Updated 6 years ago
- Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning☆27Nov 5, 2018Updated 7 years ago
- Reinforce Your Career: Machine Learning in Finance. Extend your expertise of algorithms and tools needed to predict financial markets.☆78Jun 11, 2022Updated 3 years ago
- 2 algorithms of optimal trade execution: 1) Dynamic Programming 2) Frank-Wolfe Algorithm (Python & C++)☆18Dec 11, 2019Updated 6 years ago
- Implementation in Matlab☆13Jul 9, 2020Updated 5 years ago
- Code for paper Stock trading rule discovery with double deep Q-network☆14May 27, 2023Updated 2 years ago
- Hedging portfolios with reinforcement learning.☆36Aug 2, 2017Updated 8 years ago
- Deep Reinforcement Learning for Stock trading task☆21Feb 9, 2021Updated 5 years ago
- Note about cousera online course: ml and rl in finance☆26Apr 14, 2019Updated 6 years ago
- An (unofficial) implementation of the post "Trading Bitcoin with Reinforcement Learning".☆102Sep 4, 2019Updated 6 years ago
- Project for Course : Reinforcement Learning☆15Apr 29, 2020Updated 5 years ago
- Applying Reinforcement Learning in Quantitative Trading☆355Feb 14, 2024Updated 2 years ago
- A deep learning model for Financial Signal Representation and Trading☆77Nov 4, 2018Updated 7 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
- Portfolio Optimisation is a fundamental problem in Financial Mathematics.The objective of this project is to explore the applicability of…☆13Nov 10, 2020Updated 5 years ago
- Use Neural Network as a trading strategy model☆29Aug 15, 2017Updated 8 years ago
- Algorithms to build Support and Resistance Lines in Financial Series☆18Sep 12, 2020Updated 5 years ago
- Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/17…☆561Mar 18, 2025Updated last year
- Machine Learning and Reinforcement Learning in Finance New York University Tandon School of Engineering☆276Mar 18, 2020Updated 6 years ago
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆78Mar 28, 2019Updated 6 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆223Mar 24, 2023Updated 3 years ago
- Build DDPG models and test on stock market☆22Nov 19, 2018Updated 7 years ago
- A multi-access (edge) fog computing mobile crowd-sensing simulator. Given a place as input, the current version creates a user movements …☆11Sep 18, 2025Updated 6 months ago
- ☆10Dec 17, 2018Updated 7 years ago
- (Work In Progress) Implementation of "Financial Time Series Prediction Using Deep Learning"☆16Dec 8, 2017Updated 8 years ago
- Demo for the application of RL to non-stationary effects☆46Jul 16, 2020Updated 5 years ago
- ☆18May 8, 2019Updated 6 years ago
- backtrader with DRL ( Deep Reinforcement Learning)☆69Jun 4, 2023Updated 2 years ago
- We use an adversarial expert based online learning algorithm to learn the optimal parameters required to maximise wealth trading zero-cos…☆11Apr 8, 2020Updated 5 years ago
- Some codes used for the numerical examples proposed in https://arxiv.org/abs/1812.05916☆14Sep 6, 2019Updated 6 years ago
- ☆12Oct 3, 2023Updated 2 years ago
- Algorithmic and high-frequency trading book☆19Aug 5, 2020Updated 5 years ago
- Intelligent Document Processing with AWS AI/ML, published by Packt☆12Mar 2, 2026Updated 3 weeks ago
- The repository contains the code for project for DS 5500 course at Northeastern.☆36Dec 8, 2019Updated 6 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
- 批量IP网络探测工具，支持TCP,UDP,ICMP，支持高并发以及文件读取☆11Dec 31, 2020Updated 5 years ago