A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum continuous double auction. Ray [RLlib] is used for training.
☆153Mar 12, 2026Updated 2 weeks ago
Alternatives and similar repositories for gym-continuousDoubleAuction
Users that are interested in gym-continuousDoubleAuction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Reinforcement learning environment for trading☆15Jan 27, 2018Updated 8 years ago
- Deep Q-Learning Auto Market Maker☆12Jun 12, 2021Updated 4 years ago
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆255Dec 8, 2022Updated 3 years ago
- Source code for paper:Multi-agent reinforcement learning for liquidation strategy analysis☆58May 30, 2019Updated 6 years ago
- Implementation of various deep learning models for limit order book. DeepLOB (Zhang et al., 2018), TransLOB (Wallbridge, 2020), DeepFolio…☆148Dec 11, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- OpenAI Gym Environment for Low-Latency Trading☆19Jun 15, 2018Updated 7 years ago
- A Deep Reinforcement Learning model for high volume and frequency Forex Portfolio Management☆13Jan 11, 2023Updated 3 years ago
- Deep Reinforcement Learning For Trading☆108Feb 1, 2024Updated 2 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆223Mar 24, 2023Updated 3 years ago
- ☆18Sep 18, 2020Updated 5 years ago
- Automated trading agent for an OpenAI Gym enviroment with multiple simultaneous trading of symbols(currency pairs) using separate action …☆15Jan 18, 2020Updated 6 years ago
- Master Thesis: Limit order placement with Reinforcement Learning☆178Jan 9, 2026Updated 2 months ago
- Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent☆947Jan 12, 2022Updated 4 years ago
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆420Dec 8, 2022Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Apply different deep learning models to limit order book.☆12Mar 6, 2018Updated 8 years ago
- Trading Robot based on LSTM-PPO☆28Dec 27, 2019Updated 6 years ago
- Exploring Optimal Order Execution in Simulated Limit Order Books☆19Dec 8, 2022Updated 3 years ago
- WATERMELON: Multi-Agent Reinforcement Learning Based Algorithmic Stock Trading System with GUI Application☆18Sep 8, 2022Updated 3 years ago
- Implementation of Reinforcement Learning in Pair Trading☆11Jul 4, 2025Updated 8 months ago
- ☆11Mar 25, 2023Updated 3 years ago
- Create a mid-price classifier for limit order books using a CNN and LSTM☆15Apr 24, 2020Updated 5 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
- Matching Engine for Limit Order Book☆408Feb 4, 2026Updated last month
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.☆35Jun 9, 2024Updated last year
- Exploring actor critic deep reinforcement learning methods for maximizing profits by learning stock trading strategies☆11Mar 24, 2023Updated 3 years ago
- ☆143Dec 8, 2022Updated 3 years ago
- An environment to high-frequency trading agents under reinforcement learning☆288Aug 29, 2017Updated 8 years ago
- Trading environnement for RL agents, backtesting and training.☆167Jun 21, 2022Updated 3 years ago
- Price Prediction with Machine Learning Models (practicum project at CME group)☆73May 9, 2016Updated 9 years ago
- I use the random forest algorithm to forecast mid price dynamic over short time horizon i.e. a few seconds ahead☆31Apr 30, 2020Updated 5 years ago
- Limit Order Book Implemented in Python☆98Jan 3, 2018Updated 8 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
- 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.
- 𝘋𝘦𝘦𝘱 𝘙𝘓 𝘈𝘭𝘨𝘰𝘵𝘳𝘢𝘥𝘪𝘯𝘨 𝘸𝘪𝘵𝘩 𝘙𝘢𝘺 𝘈𝘗𝘐☆175Nov 9, 2023Updated 2 years ago
- Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader☆194Dec 8, 2022Updated 3 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
- Using Q-learning to better navigate orderbooks.☆23Apr 7, 2018Updated 7 years ago
- This repository contains the agent-based stock market model☆25Feb 19, 2018Updated 8 years ago
- Reinforcement Learning in FX Trading☆28Aug 17, 2019Updated 6 years ago
- Baselines of reinforcement learning trading agents for China stock market☆18Jul 28, 2021Updated 4 years ago