A custom OpenAI gym environment for simulating stock trades on historical price data.
☆850Apr 9, 2021Updated 4 years ago
Alternatives and similar repositories for Stock-Trading-Environment
Users that are interested in Stock-Trading-Environment are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A simple, yet elegant visualization of our stock trading RL agent environment.☆225Oct 11, 2021Updated 4 years ago
- A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym☆1,851Jan 22, 2022Updated 4 years ago
- 📈 如何用深度强化学习自动炒股☆3,622Nov 22, 2022Updated 3 years ago
- The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)☆2,372Mar 14, 2024Updated 2 years ago
- An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.☆6,069Feb 19, 2026Updated last month
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Deep Q-learning driven stock trader bot☆906Nov 26, 2023Updated 2 years ago
- Environment for reinforcement-learning algorithmic trading models☆712Feb 26, 2018Updated 8 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
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆420Dec 8, 2022Updated 3 years ago
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆255Dec 8, 2022Updated 3 years ago
- FinRL-X: An AI-Native Modular Infrastructure for Quantitative Trading☆2,782Updated this week
- A fork of OpenAI Baselines, implementations of reinforcement learning algorithms☆4,324Sep 4, 2022Updated 3 years ago
- FinRL®: Financial Reinforcement Learning. 🔥☆14,249Updated this week
- ☆49Jul 22, 2019Updated 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.
- This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.☆797Dec 23, 2016Updated 9 years ago
- FinRL® Tutorials. Please star.☆1,188Mar 28, 2025Updated 11 months 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
- ☆102Sep 2, 2018Updated 7 years ago
- A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep rei…☆692Nov 6, 2024Updated last year
- Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.☆1,855Feb 11, 2024Updated 2 years ago
- Attempts to learn reinforcement learning on the stock market☆23Jan 14, 2019Updated 7 years ago
- playing idealized trading games with deep reinforcement learning☆360Jun 15, 2021Updated 4 years ago
- FinRL®-Meta: Dynamic datasets and market environments for FinRL.☆1,816Updated this week
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 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
- Any Stream to Reinforcement Learning Environment (Time Series Data, Stock Market )☆11Oct 10, 2018Updated 7 years ago
- Using deep actor-critic model to learn best strategies in pair trading☆322May 18, 2017Updated 8 years ago
- Scalable, event-driven, deep-learning-friendly backtesting library☆1,030Aug 28, 2021Updated 4 years ago
- Implementation of Reinforcement Learning in Pair Trading☆11Jul 4, 2025Updated 8 months ago
- A general-purpose, flexible, and easy-to-use simulator alongside an OpenAI Gym trading environment for MetaTrader 5 trading platform (App…☆512Nov 14, 2024Updated last year
- 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
- Massively Parallel Deep Reinforcement Learning. 🔥☆4,303Feb 20, 2026Updated last month
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆223Mar 24, 2023Updated 3 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.
- A Project of a Reinforcement Learning course. Simulated competing investment strategies through continuous refinement in a virtual stock …☆15Aug 26, 2019Updated 6 years ago
- This is the code for "Reinforcement Learning for Stock Prediction" By Siraj Raval on Youtube☆650Jun 28, 2022Updated 3 years ago
- Deep Reinforcement Learning based Trading Agent for Bitcoin☆793Jun 7, 2018Updated 7 years ago
- 在A股(股票)市场上训练强化学习交易智能体☆341Mar 27, 2024Updated 2 years ago
- Trading with recurrent actor-critic reinforcement learning☆437Jan 24, 2023Updated 3 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…☆287Aug 31, 2021Updated 4 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…☆1,491Jan 22, 2018Updated 8 years ago