This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.
☆795Dec 23, 2016Updated 9 years ago
Alternatives and similar repositories for stock_market_reinforcement_learning
Users that are interested in stock_market_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:
- 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
- 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
- ☆171Sep 27, 2017Updated 8 years ago
- Using deep actor-critic model to learn best strategies in pair trading☆322May 18, 2017Updated 8 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Companion code for the "Self Learning Quant" blog post☆255Nov 6, 2017Updated 8 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
- Learning to trade under the reinforcement learning framework☆518Oct 15, 2016Updated 9 years ago
- Deep Reinforcement Learning based Trading Agent for Bitcoin☆796Jun 7, 2018Updated 7 years ago
- Scalable, event-driven, deep-learning-friendly backtesting library☆1,032Aug 28, 2021Updated 4 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
- 📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.☆1,402Nov 29, 2018Updated 7 years ago
- This is the code for "Reinforcement Learning for Stock Prediction" By Siraj Raval on Youtube☆653Jun 28, 2022Updated 3 years ago
- Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.☆1,870Feb 11, 2024Updated 2 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.
- Algorithmic trading with deep learning experiments☆1,459Aug 7, 2018Updated 7 years ago
- Reinforcement Learning for finance☆190Apr 7, 2017Updated 9 years ago
- Reinforcement Learning for Portfolio Management☆480Jun 26, 2018Updated 7 years ago
- Use Tensorflow to run CNN for predict stock movement. Hope to find out which pattern will follow the price rising.☆462Sep 20, 2016Updated 9 years ago
- Deep Q-learning driven stock trader bot☆910Nov 26, 2023Updated 2 years ago
- An environment to high-frequency trading agents under reinforcement learning☆289Aug 29, 2017Updated 8 years ago
- playing idealized trading games with deep reinforcement learning☆360Jun 15, 2021Updated 4 years ago
- Technical experimentations to beat the stock market using deep learning☆481Mar 4, 2017Updated 9 years ago
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆419Dec 8, 2022Updated 3 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.
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆255Dec 8, 2022Updated 3 years ago
- an implementation of reinforcement learning problem, stock prices☆10Dec 26, 2016Updated 9 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆222Mar 24, 2023Updated 3 years ago
- Applying Reinforcement Learning in Quantitative Trading☆354Feb 14, 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…☆18Jul 18, 2016Updated 9 years ago
- Deep Reinforcement Learning for Keras.☆5,554Sep 17, 2023Updated 2 years ago
- Just another AI project☆93Dec 15, 2017Updated 8 years ago
- Implementation of Reinforcement Learning in Pair Trading☆11Jul 4, 2025Updated 10 months ago
- Stock price prediction with LSTMs in TensorFlow☆447Jun 16, 2016Updated 9 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A custom OpenAI gym environment for simulating stock trades on historical price data.☆849Apr 9, 2021Updated 5 years ago
- Deep Learning based Python Library for Stock Market Prediction and Modelling☆2,280Jan 17, 2021Updated 5 years ago
- 机器学习和量化分析学习进行中☆379Feb 3, 2018Updated 8 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
- Algorithmic Trading using RNN☆37Jun 23, 2016Updated 9 years ago
- Tensorforce: a TensorFlow library for applied reinforcement learning☆3,308Jul 31, 2024Updated last year
- ☆229Aug 4, 2020Updated 5 years ago