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 3 months 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 5 years ago
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆253Dec 8, 2022Updated 3 years ago
- My reproduction of various reinforcement learning algorithms (DQN variants, A3C, DPPO, RND with PPO) in Tensorflow.☆37Mar 24, 2023Updated 3 years ago
- Source code for paper:Multi-agent reinforcement learning for liquidation strategy analysis☆60May 30, 2019Updated 7 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Implementation of various deep learning models for limit order book. DeepLOB (Zhang et al., 2018), TransLOB (Wallbridge, 2020), DeepFolio…☆154Dec 11, 2022Updated 3 years ago
- OpenAI Gym Environment for Low-Latency Trading☆20Jun 15, 2018Updated 8 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☆222Mar 24, 2023Updated 3 years ago
- ☆19Sep 18, 2020Updated 5 years ago
- Automated trading agent for an OpenAI Gym enviroment with multiple simultaneous trading of symbols(currency pairs) using separate action …☆15Updated this week
- Master Thesis: Limit order placement with Reinforcement Learning☆179Jan 9, 2026Updated 5 months ago
- Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent☆962Jan 12, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆417Dec 8, 2022Updated 3 years ago
- Apply different deep learning models to limit order book.☆12Mar 6, 2018Updated 8 years ago
- Trading Robot based on LSTM-PPO☆30Dec 27, 2019Updated 6 years ago
- Exploring Optimal Order Execution in Simulated Limit Order Books☆20Dec 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 11 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 6 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
- 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.
- Matching Engine for Limit Order Book☆409Feb 4, 2026Updated 4 months ago
- An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.☆35Jun 9, 2024Updated 2 years ago
- Exploring actor critic deep reinforcement learning methods for maximizing profits by learning stock trading strategies☆11Mar 24, 2023Updated 3 years ago
- ☆145Dec 8, 2022Updated 3 years ago
- An environment to high-frequency trading agents under reinforcement learning☆289Aug 29, 2017Updated 8 years ago
- Trading environnement for RL agents, backtesting and training.☆166Jun 21, 2022Updated 3 years ago
- Price Prediction with Machine Learning Models (practicum project at CME group)☆74May 9, 2016Updated 10 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 6 years ago
- Limit Order Book Implemented in Python☆102Jan 3, 2018Updated 8 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.
- Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV f…☆210Jun 2, 2026Updated 2 weeks ago
- 𝘋𝘦𝘦𝘱 𝘙𝘓 𝘈𝘭𝘨𝘰𝘵𝘳𝘢𝘥𝘪𝘯𝘨 𝘸𝘪𝘵𝘩 𝘙𝘢𝘺 𝘈𝘗𝘐☆176Nov 9, 2023Updated 2 years ago
- Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader☆196Dec 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…☆109Sep 12, 2019Updated 6 years ago
- This repository contains the agent-based stock market model☆25Feb 19, 2018Updated 8 years ago
- Using Q-learning to better navigate orderbooks.☆23Apr 7, 2018Updated 8 years ago
- Reinforcement Learning in FX Trading☆29Aug 17, 2019Updated 6 years ago