This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy gradient (DDPG) learning algorithm.
☆111Sep 12, 2019Updated 7 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 7 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…☆303Aug 31, 2021Updated 5 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆223Mar 24, 2023Updated 3 years ago
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆252Dec 8, 2022Updated 3 years ago
- An example and description to Reinforcement Learning DQN model and dataformats for trading☆16Mar 30, 2019Updated 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 Trading☆109Aug 19, 2026Updated 2 months ago
- A Project of a Reinforcement Learning course. Simulated competing investment strategies through continuous refinement in a virtual stock …☆15Aug 26, 2019Updated 7 years ago
- This trading-gym is the first trading for agent to train with episode of short term trading itself.☆235Dec 8, 2022Updated 3 years ago
- playing idealized trading games with deep reinforcement learning☆360Jun 15, 2021Updated 5 years ago
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆414Dec 8, 2022Updated 3 years ago
- Implementing a Generative Adversarial Network on the Stock Market☆122Feb 24, 2022Updated 4 years ago
- Building an Agent to Trade with Reinforcement Learning☆41Dec 29, 2025Updated 10 months ago
- Reinforcement Learning framework to make synthetic experiments in the financial domain☆25Jul 18, 2023Updated 3 years ago
- machine learning trading system using random decision tree to train the technical indicators☆10Apr 11, 2017Updated 9 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Trading environnement for RL agents, backtesting and training.☆167Jun 21, 2022Updated 4 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
- quantitative trading system based on deep learning and reinforcement learning☆53Jun 6, 2018Updated 8 years ago
- Deep Reinforcement Learning for CryptoMarket Prediction and Trading☆14Jan 22, 2018Updated 8 years ago
- An (unofficial) implementation of the post "Trading Bitcoin with Reinforcement Learning".☆102Sep 4, 2019Updated 7 years ago
- trading-agent☆38Dec 8, 2022Updated 3 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
- Financial time series forecast using dual attention RNN☆27Jan 27, 2019Updated 7 years ago
- Automated FOREX trading using recurrent reinforcement learning☆36Dec 8, 2022Updated 3 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.
- List of awesome resources for machine learning-based algorithmic trading☆2,062Aug 8, 2023Updated 3 years ago
- Model news data in short, medium and long term for stock price trend prediction☆19Feb 12, 2018Updated 8 years ago
- Deep Reinforcement Learning based Trading Agent for Bitcoin☆797Jun 7, 2018Updated 8 years ago
- 🏦 Collect quant trade strategy and deep learning trading implementation☆12Apr 6, 2018Updated 8 years ago
- Deep Reinforcement Learning A3C Crypto Trading Bot☆41Feb 24, 2018Updated 8 years ago
- Using deep actor-critic model to learn best strategies in pair trading☆323May 18, 2017Updated 9 years ago
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆78Mar 28, 2019Updated 7 years ago
- 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
- Deep Reinforcement Learning applied to trading☆15Jan 29, 2019Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ALGORITHM TRADING AND STOCK PREDICTION USING MACHINE LEARNING☆14Oct 23, 2018Updated 8 years ago
- ☆16Jan 27, 2022Updated 4 years ago
- A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym☆1,866Jan 22, 2022Updated 4 years ago
- A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum …☆155Updated this week
- A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep rei…☆688Nov 6, 2024Updated 2 years ago
- Build DDPG models and test on stock market☆22Nov 19, 2018Updated 7 years ago
- Applying Reinforcement Learning in Quantitative Trading☆359Feb 14, 2024Updated 2 years ago