A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym
☆1,848Jan 22, 2022Updated 4 years ago
Alternatives and similar repositories for RLTrader
Users that are interested in RLTrader 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 open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.☆6,125Feb 19, 2026Updated last month
- A simple, yet elegant visualization of our stock trading RL agent environment.☆225Oct 11, 2021Updated 4 years ago
- A custom OpenAI gym environment for simulating stock trades on historical price data.☆849Apr 9, 2021Updated 5 years ago
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆420Dec 8, 2022Updated 3 years ago
- Deep Reinforcement Learning based Trading Agent for Bitcoin☆794Jun 7, 2018Updated 7 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.
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆222Mar 24, 2023Updated 3 years ago
- The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)☆2,375Mar 14, 2024Updated 2 years ago
- Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent☆949Jan 12, 2022Updated 4 years ago
- Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.☆1,862Feb 11, 2024Updated 2 years ago
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆255Dec 8, 2022Updated 3 years ago
- Environment for reinforcement-learning algorithmic trading models☆712Feb 26, 2018Updated 8 years ago
- Scalable, event-driven, deep-learning-friendly backtesting library☆1,030Aug 28, 2021Updated 4 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
- FinRL-X: An AI-Native Modular Infrastructure for Quantitative Trading☆2,945Updated this week
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- 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
- PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Managemen…☆1,851Oct 9, 2021Updated 4 years ago
- FinRL®: Financial Reinforcement Learning. 🔥☆14,727Apr 5, 2026Updated last week
- playing idealized trading games with deep reinforcement learning☆360Jun 15, 2021Updated 4 years ago
- Applying Reinforcement Learning in Quantitative Trading☆354Feb 14, 2024Updated 2 years ago
- Deep Q-learning driven stock trader bot☆907Nov 26, 2023Updated 2 years ago
- Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations☆9,297Apr 16, 2023Updated 2 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
- 𝘋𝘦𝘦𝘱 𝘙𝘓 𝘈𝘭𝘨𝘰𝘵𝘳𝘢𝘥𝘪𝘯𝘨 𝘸𝘪𝘵𝘩 𝘙𝘢𝘺 𝘈𝘗𝘐☆175Nov 9, 2023Updated 2 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.
- Deep Reinforcement Learning For Trading☆107Feb 1, 2024Updated 2 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
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆222Sep 23, 2024Updated last year
- A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep rei…☆691Nov 6, 2024Updated last year
- In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pre…☆5,547Aug 19, 2025Updated 7 months ago
- MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable…☆4,660Oct 2, 2023Updated 2 years ago
- Implementation of Reinforcement Learning in Pair Trading☆11Jul 4, 2025Updated 9 months ago
- TensorForce Bitcoin Trading Bot☆835Feb 13, 2019Updated 7 years ago
- Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV f…☆208Feb 1, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 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
- Trying to create Reinforcement Learning powered Bitcoin trading bot☆411Jun 4, 2025Updated 10 months ago
- Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Ti…☆2,254Aug 27, 2022Updated 3 years ago
- Learning to trade under the reinforcement learning framework☆518Oct 15, 2016Updated 9 years ago
- OpenAI Gym Environment API based Bitcoin trading environment☆136Aug 17, 2022Updated 3 years ago
- Mostly experiments based on "Advances in financial machine learning" book☆566Nov 29, 2020Updated 5 years ago
- This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy g…☆108Sep 12, 2019Updated 6 years ago