wi-0 / Pair-Trading-Reinforcement-LearningLinks
Implementation of Reinforcement Learning in Pair Trading
☆10Updated 2 months ago
Alternatives and similar repositories for Pair-Trading-Reinforcement-Learning
Users that are interested in Pair-Trading-Reinforcement-Learning are comparing it to the libraries listed below
Sorting:
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆219Updated last year
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆222Updated 2 years ago
- This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy g…☆108Updated 5 years ago
- Using deep actor-critic model to learn best strategies in pair trading☆319Updated 8 years ago
- We tested 3 approaches for Pair Trading: distance, cointegration and reinforcement learning approach.☆265Updated 2 years ago
- This trading-gym is the first trading for agent to train with episode of short term trading itself.☆234Updated 2 years ago
- Trading environnement for RL agents, backtesting and training.☆166Updated 3 years ago
- An environment to high-frequency trading agents under reinforcement learning☆283Updated 8 years ago
- CSCI 599 deep learning and its applications final project☆156Updated 6 years ago
- Training an Agent to make automated trading decisions in a simulated stochastic market environment using Reinforcement Learning or Deep Q…☆87Updated 5 years ago
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆255Updated 2 years ago
- Applying Reinforcement Learning in Quantitative Trading☆351Updated last year
- In this notebook we will explore a machine learning approach to find anomalies in stock options pricing.☆264Updated 6 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆220Updated 11 months ago
- ☆183Updated 7 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…☆282Updated 4 years ago
- ☆141Updated 2 years ago
- ☆214Updated 7 years ago
- A simple, yet elegant visualization of our stock trading RL agent environment.☆224Updated 3 years ago
- Experimental code supporting the results presented in the scientific research paper entitled "An Application of Deep Reinforcement Learni…☆208Updated 3 years ago
- Reinforcement Learning for Automated Trading☆90Updated 8 years ago
- Deep Q-Learning for Market Making☆127Updated 7 years ago
- Deep Reinforcement Learning For Trading☆106Updated last year
- Repository containing the code for a pairs trading investment strategy (Master Thesis in Electrical and Computer Engineering - Técnico Li…☆168Updated 5 years ago
- Pair Trading Strategy using Machine Learning written in Python☆120Updated 3 years ago
- Master Thesis: Limit order placement with Reinforcement Learning☆177Updated 7 years ago
- Discover a curated list of projects complementing TensorTrade, distinct from those mentioned in its official documentation. Contributions…☆69Updated 2 years ago
- Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader☆189Updated 2 years ago
- Source code for the blog post on the evolution of the asset allocation methods☆216Updated 5 years ago
- 𝘋𝘦𝘦𝘱 𝘙𝘓 𝘈𝘭𝘨𝘰𝘵𝘳𝘢𝘥𝘪𝘯𝘨 𝘸𝘪𝘵𝘩 𝘙𝘢 𝘺 𝘈𝘗𝘐☆176Updated last year