Direct Reinforcement Learning Agent for Portfolio Management Purposes
☆24Jan 17, 2019Updated 7 years ago
Alternatives and similar repositories for RL-Trading-Agent
Users that are interested in RL-Trading-Agent are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Dec 20, 2017Updated 8 years ago
- Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning☆27Nov 5, 2018Updated 7 years ago
- Vpin caculation and backtesting☆14Aug 16, 2019Updated 6 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
- Deep Reinforcement Learning for Portfolio Optimization☆131Apr 17, 2020Updated 6 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.
- Creating DRL infrastructure for Dynamic Beta with Zipline and Keras☆14Dec 8, 2022Updated 3 years ago
- Provides advanced options strategies analytics using IG Index REST API☆10Oct 16, 2020Updated 5 years ago
- Deep direct reinforcement learning for financial signal representation and trading☆31Oct 7, 2020Updated 5 years ago
- Exploring Optimal Order Execution in Simulated Limit Order Books☆20Dec 8, 2022Updated 3 years ago
- A deep learning model for Financial Signal Representation and Trading☆77Nov 4, 2018Updated 7 years ago
- CSCI 599 deep learning and its applications final project☆154Mar 5, 2019Updated 7 years ago
- Automated FOREX trading using recurrent reinforcement learning☆35Dec 8, 2022Updated 3 years ago
- This is for the capstone project "Optimal Execution of a VWAP order".☆40Nov 21, 2019Updated 6 years ago
- Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation☆38Jun 11, 2019Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Applying Reinforcement Learning in Quantitative Trading☆354Feb 14, 2024Updated 2 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
- Contextual Bandits Action Elimination DQN☆21Jun 25, 2018Updated 7 years ago
- A crypto currency live-trading backend for Huobi☆37Aug 14, 2018Updated 7 years ago
- 2 algorithms of optimal trade execution: 1) Dynamic Programming 2) Frank-Wolfe Algorithm (Python & C++)☆19Dec 11, 2019Updated 6 years ago
- Survey of neural network methods for derivatives pricing and risks☆14Jul 5, 2022Updated 3 years ago
- tools for alpha research☆23Dec 20, 2017Updated 8 years ago
- Automated trading agent for an OpenAI Gym enviroment with multiple simultaneous trading of symbols(currency pairs) using separate action …☆15Updated this week
- Model-free policy gradient algorithm for LQR☆10Apr 8, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- (Unofficial) Code for the paper "Certifying Some Distributional Robustness with Principled Adversarial Training"☆13May 31, 2018Updated 7 years ago
- Trading signals processing solution that supports signals filtering and posting to broker or exchanges that are not integrated into your …☆10May 9, 2021Updated 4 years ago
- Real-Time & Accurate Google Search API for Developers☆16Aug 16, 2019Updated 6 years ago
- ☆22Dec 5, 2019Updated 6 years ago
- Stock Price Prediction with LSTM and Trading Strategy with Reinforcement Learning☆14Nov 5, 2019Updated 6 years ago
- Manifold-based-algorithm to solve problems with constant modulus constraints.☆15Jan 2, 2020Updated 6 years ago
- Volume Weighted Average Price Optimal Execution☆43Mar 12, 2019Updated 7 years ago
- Source code for paper:Multi-agent reinforcement learning for liquidation strategy analysis☆59May 30, 2019Updated 6 years ago
- Trade using DRL algorithms on tensorflow2 and tf-agents☆11Oct 10, 2025Updated 6 months 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.
- Bayesian Estimation of the GARCH(1,1) Model with Student-t Innovations☆16May 16, 2021Updated 4 years ago
- REMote OrderBook is a Python based, redis backed, order book for financial instruments which allows an order book to be kept remotely on …☆18Feb 14, 2017Updated 9 years ago
- This is an RRT demonstartion for a finite volume robot with kinodynamic constraints.☆12Nov 11, 2017Updated 8 years ago
- Momentum following strategies and optimal execution cost upon Implement Shortfall algorithm☆16May 2, 2019Updated 7 years ago
- Implementation of various reinforcement learning algorithms in examples obtained from the book "Reinforcement Learning: An Introduction, …☆10Feb 7, 2022Updated 4 years ago
- Stock Trading Model using Q Learning☆10Dec 16, 2020Updated 5 years ago
- ☆11Jul 24, 2025Updated 9 months ago