Kostis-S-Z / trading-rlView external linksLinks
Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019
☆223Mar 24, 2023Updated 2 years ago
Alternatives and similar repositories for trading-rl
Users that are interested in trading-rl are comparing it to the libraries listed below
Sorting:
- This trading-gym is the first trading for agent to train with episode of short term trading itself.☆233Dec 8, 2022Updated 3 years ago
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆254Dec 8, 2022Updated 3 years ago
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆422Dec 8, 2022Updated 3 years ago
- playing idealized trading games with deep reinforcement learning☆360Jun 15, 2021Updated 4 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…☆285Aug 31, 2021Updated 4 years ago
- Deep Reinforcement Learning For Trading☆108Feb 1, 2024Updated 2 years ago
- Reinforcement Learning in FX Trading☆28Aug 17, 2019Updated 6 years ago
- A Deep Reinforcement Learning Challenge on Forex Portfolio Management☆152Jul 25, 2024Updated last year
- Applying Reinforcement Learning in Quantitative Trading☆353Feb 14, 2024Updated 2 years ago
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆218Nov 18, 2023Updated 2 years ago
- Implementation of Reinforcement Learning in Pair Trading☆11Jul 4, 2025Updated 7 months ago
- A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep rei…☆688Nov 6, 2024Updated last year
- This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy g…☆110Sep 12, 2019Updated 6 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
- 𝘋𝘦𝘦𝘱 𝘙𝘓 𝘈𝘭𝘨𝘰𝘵𝘳𝘢𝘥𝘪𝘯𝘨 𝘸𝘪𝘵𝘩 𝘙𝘢𝘺 𝘈𝘗𝘐☆176Nov 9, 2023Updated 2 years ago
- A deep learning model for Financial Signal Representation and Trading☆76Nov 4, 2018Updated 7 years ago
- Deep Reinforcement Learning based Trading Agent for Bitcoin☆791Jun 7, 2018Updated 7 years ago
- Automated FOREX trading using recurrent reinforcement learning☆35Dec 8, 2022Updated 3 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆221Sep 23, 2024Updated last year
- Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.☆1,838Feb 11, 2024Updated 2 years ago
- Pair Trading - Reinforcement Learning - with Oanda Trading API☆65Dec 16, 2019Updated 6 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
- An example and description to Reinforcement Learning DQN model and dataformats for trading☆16Mar 30, 2019Updated 6 years ago
- Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/17…☆563Mar 18, 2025Updated 10 months ago
- We tested 3 approaches for Pair Trading: distance, cointegration and reinforcement learning approach.☆270Dec 8, 2022Updated 3 years ago
- Trading with recurrent actor-critic reinforcement learning☆437Jan 24, 2023Updated 3 years ago
- Environment for reinforcement-learning algorithmic trading models☆713Feb 26, 2018Updated 7 years ago
- Simple version of auto forex trader build upon the concept of DQN☆211Nov 22, 2022Updated 3 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
- An environment to high-frequency trading agents under reinforcement learning☆288Aug 29, 2017Updated 8 years ago
- Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning☆27Nov 5, 2018Updated 7 years ago
- Deep Q-learning driven stock trader bot☆902Nov 26, 2023Updated 2 years ago
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆78Mar 28, 2019Updated 6 years ago
- A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym☆1,843Jan 22, 2022Updated 4 years ago
- Scalable, event-driven, deep-learning-friendly backtesting library☆1,029Aug 28, 2021Updated 4 years ago
- Reinforcement Learning for Portfolio Management☆476Jun 26, 2018Updated 7 years ago
- Learning to trade under the reinforcement learning framework☆516Oct 15, 2016Updated 9 years ago
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Dec 20, 2017Updated 8 years ago
- Trading Stock with Deep Reinforcement Learning☆24Aug 20, 2018Updated 7 years ago