Learning to trade under the reinforcement learning framework
☆518Oct 15, 2016Updated 9 years ago
Alternatives and similar repositories for QLearning_Trading
Users that are interested in QLearning_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:
- An environment to high-frequency trading agents under reinforcement learning☆289Aug 29, 2017Updated 8 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
- Deep Reinforcement Learning based Trading Agent for Bitcoin☆796Jun 7, 2018Updated 7 years ago
- This project uses reinforcement learning on stock market and agent tries to learn trading. The goal is to check if the agent can learn to…☆1,494Jan 22, 2018Updated 8 years ago
- Environment for reinforcement-learning algorithmic trading models☆714Feb 26, 2018Updated 8 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.
- Using deep actor-critic model to learn best strategies in pair trading☆322May 18, 2017Updated 8 years ago
- Reinforcement Learning for finance☆190Apr 7, 2017Updated 9 years ago
- Algorithmic Trading using RNN☆37Jun 23, 2016Updated 9 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆223Mar 24, 2023Updated 3 years ago
- Reinforcement Learning for Portfolio Management☆480Jun 26, 2018Updated 7 years ago
- Companion code for the "Self Learning Quant" blog post☆256Nov 6, 2017Updated 8 years ago
- This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.☆796Dec 23, 2016Updated 9 years ago
- playing idealized trading games with deep reinforcement learning☆360Jun 15, 2021Updated 4 years ago
- Algorithmic trading with deep learning experiments☆1,460Aug 7, 2018Updated 7 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.
- Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.☆1,870Feb 11, 2024Updated 2 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
- Applying Reinforcement Learning in Quantitative Trading☆354Feb 14, 2024Updated 2 years ago
- This trading-gym is the first trading for agent to train with episode of short term trading itself.☆234Dec 8, 2022Updated 3 years ago
- RL Notation and Pseudocode for Udacity's MLND program☆264Jul 6, 2022Updated 3 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
- Deep Q-learning driven stock trader bot☆910Nov 26, 2023Updated 2 years ago
- A bot for financial signal☆62Nov 15, 2017Updated 8 years ago
- Implementation of Reinforcement Learning in Pair Trading☆11Jul 4, 2025Updated 10 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV f…☆208Updated this week
- Scalable, event-driven, deep-learning-friendly backtesting library☆1,033Aug 28, 2021Updated 4 years ago
- An (unofficial) implementation of the post "Trading Bitcoin with Reinforcement Learning".☆102Sep 4, 2019Updated 6 years ago
- ☆171Sep 27, 2017Updated 8 years ago
- ☆92Jul 10, 2017Updated 8 years ago
- trading-agent☆38Dec 8, 2022Updated 3 years ago
- Exploiting Bitcoin prices patterns with Deep Learning.☆532Sep 22, 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
- Reinforcement Learning for Automated Trading☆90Dec 19, 2016Updated 9 years 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.
- Capstone Project for the Machine Learning Nanodegree. Used Deep Q Learning to create an agent that trade stocks.☆16Jul 29, 2016Updated 9 years ago
- A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym☆1,852Jan 22, 2022Updated 4 years ago
- Backtesting tool on tick data☆11Jan 30, 2017Updated 9 years ago
- Implementations of FX trading with RRL☆64Nov 14, 2018Updated 7 years ago
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆255Dec 8, 2022Updated 3 years ago
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆420Dec 8, 2022Updated 3 years ago
- Market Making via Reinforcement Learning☆343Nov 4, 2019Updated 6 years ago