Implementation of Reinforcement Learning in Pair Trading
☆11Jul 4, 2025Updated 9 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- We tested 3 approaches for Pair Trading: distance, cointegration and reinforcement learning approach.☆272Dec 8, 2022Updated 3 years ago
- Using deep actor-critic model to learn best strategies in pair trading☆320May 18, 2017Updated 8 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆222Mar 24, 2023Updated 3 years ago
- Pairs Trading with Machine Learning on Distributed Python Platform☆125May 13, 2022Updated 3 years ago
- Pair Trading - Reinforcement Learning - with Oanda Trading API☆64Dec 16, 2019Updated 6 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.
- High Frequency Pairs Trading Based on Statistical Arbitrage (Python)☆102Feb 27, 2019Updated 7 years ago
- ☆216Sep 27, 2017Updated 8 years ago
- A Deep Reinforcement Learning neural net for an original Multi-Dimensional Pairs Trading strategy is proposed☆21Dec 11, 2018Updated 7 years ago
- Research project on applying deep reinforcement learning to perform financial market predictions. A competitive market maker.☆13Dec 8, 2022Updated 3 years ago
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆420Dec 8, 2022Updated 3 years ago
- Applying Reinforcement Learning in Quantitative Trading☆354Feb 14, 2024Updated 2 years ago
- Repository containing the code for a pairs trading investment strategy (Master Thesis in Electrical and Computer Engineering - Técnico Li…☆175Sep 18, 2019Updated 6 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
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆255Dec 8, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 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
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆78Mar 28, 2019Updated 7 years ago
- playing idealized trading games with deep reinforcement learning☆360Jun 15, 2021Updated 4 years ago
- Pairs trading strategy example based on Catalyst☆49Dec 4, 2018Updated 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…☆286Aug 31, 2021Updated 4 years ago
- Deep Reinforcement Learning based Trading Agent for Bitcoin☆796Jun 7, 2018Updated 7 years ago
- Deep learning for price movement prediction using high frequency limit order data☆39Oct 8, 2018Updated 7 years ago
- This trading-gym is the first trading for agent to train with episode of short term trading itself.☆233Dec 8, 2022Updated 3 years ago
- An environment to high-frequency trading agents under reinforcement learning☆288Aug 29, 2017Updated 8 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A Deep Reinforcement Learning Challenge on Forex Portfolio Management☆153Jul 25, 2024Updated last year
- Deep Reinforcement Learning For Trading☆107Feb 1, 2024Updated 2 years ago
- Deep learning for limit order book trading and mid-price movement☆55Oct 20, 2020Updated 5 years ago
- A Project of a Reinforcement Learning course. Simulated competing investment strategies through continuous refinement in a virtual stock …☆15Aug 26, 2019Updated 6 years ago
- Attempts to learn reinforcement learning on the stock market☆23Jan 14, 2019Updated 7 years ago
- A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep rei…☆691Nov 6, 2024Updated last year
- Vpin caculation and backtesting☆14Aug 16, 2019Updated 6 years ago
- Learning to trade under the reinforcement learning framework☆518Oct 15, 2016Updated 9 years ago
- Environment for reinforcement-learning algorithmic trading models☆712Feb 26, 2018Updated 8 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Market Making / Stat Arb strategy☆62Jun 6, 2017Updated 8 years ago
- A Trading environment base on Gym☆83Jun 25, 2019Updated 6 years ago
- 𝘋𝘦𝘦𝘱 𝘙𝘓 𝘈𝘭𝘨𝘰𝘵𝘳𝘢𝘥𝘪𝘯𝘨 𝘸𝘪𝘵𝘩 𝘙𝘢𝘺 𝘈𝘗𝘐☆175Nov 9, 2023Updated 2 years ago
- ☆144Dec 8, 2022Updated 3 years ago
- A deep learning model for Financial Signal Representation and Trading☆77Nov 4, 2018Updated 7 years ago
- A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum …☆152Mar 12, 2026Updated last month
- ☆196May 13, 2020Updated 5 years ago