This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy gradient (DDPG) learning algorithm.
☆108Sep 12, 2019Updated 6 years ago
Alternatives and similar repositories for StarTrader
Users that are interested in StarTrader are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Deep q learning on determining buy/sell signal and placing orders☆51May 21, 2019Updated 6 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆222Mar 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…☆286Aug 31, 2021Updated 4 years ago
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆255Dec 8, 2022Updated 3 years ago
- Deep Reinforcement Learning For Trading☆107Feb 1, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- An example and description to Reinforcement Learning DQN model and dataformats for trading☆16Mar 30, 2019Updated 7 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
- Implementing a Generative Adversarial Network on the Stock Market☆122Feb 24, 2022Updated 4 years ago
- Reinforcement Learning framework to make synthetic experiments in the financial domain☆23Jul 18, 2023Updated 2 years ago
- playing idealized trading games with deep reinforcement learning☆360Jun 15, 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
- Building an Agent to Trade with Reinforcement Learning☆39Dec 29, 2025Updated 3 months ago
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆420Dec 8, 2022Updated 3 years ago
- Deep Reinforcement Learning A3C Crypto Trading Bot☆41Feb 24, 2018Updated 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.
- 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
- machine learning trading system using random decision tree to train the technical indicators☆10Apr 11, 2017Updated 9 years ago
- quantitative trading system based on deep learning and reinforcement learning☆53Jun 6, 2018Updated 7 years ago
- List of awesome resources for machine learning-based algorithmic trading☆1,860Aug 8, 2023Updated 2 years ago
- Automated FOREX trading using recurrent reinforcement learning☆35Dec 8, 2022Updated 3 years ago
- trading-agent☆38Dec 8, 2022Updated 3 years ago
- Deep Reinforcement Learning based Trading Agent for Bitcoin☆796Jun 7, 2018Updated 7 years ago
- Model news data in short, medium and long term for stock price trend prediction☆20Feb 12, 2018Updated 8 years ago
- An (unofficial) implementation of the post "Trading Bitcoin with Reinforcement Learning".☆102Sep 4, 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.
- A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep rei…☆691Nov 6, 2024Updated last year
- A machine learning pipeline that ingest and process a 20-year historical stock price dataset and try to predict future prices using Light…☆17Nov 20, 2020Updated 5 years ago
- Trading environnement for RL agents, backtesting and training.☆167Jun 21, 2022Updated 3 years ago
- Financial time series forecast using dual attention RNN☆27Jan 27, 2019Updated 7 years ago
- This project explores stock trading modelling with the use recurrent neural network (RNN) with long-short term memory (LSTM) architecture…☆28Apr 12, 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
- Applying Reinforcement Learning in Quantitative Trading☆354Feb 14, 2024Updated 2 years ago
- 𝘋𝘦𝘦𝘱 𝘙𝘓 𝘈𝘭𝘨𝘰𝘵𝘳𝘢𝘥𝘪𝘯𝘨 𝘸𝘪𝘵𝘩 𝘙𝘢𝘺 𝘈𝘗𝘐☆175Nov 9, 2023Updated 2 years ago
- A Deep Reinforcement Learning neural net for an original Multi-Dimensional Pairs Trading strategy is proposed☆21Dec 11, 2018Updated 7 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.
- 🏦 Collect quant trade strategy and deep learning trading implementation☆13Apr 6, 2018Updated 8 years ago
- A deep learning model for Financial Signal Representation and Trading☆77Nov 4, 2018Updated 7 years ago
- Build DDPG models and test on stock market☆22Nov 19, 2018Updated 7 years ago
- ☆17Jan 27, 2022Updated 4 years ago
- Usage of policy gradient reinforcement learning to solve portfolio optimization problems (Tactical Asset Allocation).☆35Apr 25, 2019Updated 6 years ago
- Creating DRL infrastructure for Dynamic Beta with Zipline and Keras☆14Dec 8, 2022Updated 3 years ago
- A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym☆1,849Jan 22, 2022Updated 4 years ago