samre12 / deep-trading-agentView external linksLinks
Deep Reinforcement Learning based Trading Agent for Bitcoin
☆791Jun 7, 2018Updated 7 years ago
Alternatives and similar repositories for deep-trading-agent
Users that are interested in deep-trading-agent are comparing it to the libraries listed below
Sorting:
- Learning to trade under the reinforcement learning framework☆516Oct 15, 2016Updated 9 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
- Exploiting Bitcoin prices patterns with Deep Learning.☆534Sep 22, 2018Updated 7 years ago
- Applying Reinforcement Learning in Quantitative Trading☆353Feb 14, 2024Updated 2 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆223Mar 24, 2023Updated 2 years ago
- Reinforcement Learning for Portfolio Management☆476Jun 26, 2018Updated 7 years ago
- TensorForce Bitcoin Trading Bot☆830Feb 13, 2019Updated 7 years ago
- An environment to high-frequency trading agents under reinforcement learning☆288Aug 29, 2017Updated 8 years ago
- This project uses reinforcement learning on stock market and agent tries to learn trading. The goal is to check if the agent can learn to…☆1,489Jan 22, 2018Updated 8 years ago
- Environment for reinforcement-learning algorithmic trading models☆713Feb 26, 2018Updated 7 years ago
- Using deep actor-critic model to learn best strategies in pair trading☆321May 18, 2017Updated 8 years ago
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆254Dec 8, 2022Updated 3 years ago
- A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym☆1,843Jan 22, 2022Updated 4 years ago
- An (unofficial) implementation of the post "Trading Bitcoin with Reinforcement Learning".☆103Sep 4, 2019Updated 6 years ago
- Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.☆1,838Feb 11, 2024Updated 2 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
- Deep Q-learning driven stock trader bot☆902Nov 26, 2023Updated 2 years ago
- 📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.☆1,397Nov 29, 2018Updated 7 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
- OpenAI Gym Environment API based Bitcoin trading environment☆137Aug 17, 2022Updated 3 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
- playing idealized trading games with deep reinforcement learning☆360Jun 15, 2021Updated 4 years ago
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆422Dec 8, 2022Updated 3 years ago
- This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.☆799Dec 23, 2016Updated 9 years ago
- Algorithmic trading with deep learning experiments☆1,458Aug 7, 2018Updated 7 years ago
- Scalable, event-driven, deep-learning-friendly backtesting library☆1,029Aug 28, 2021Updated 4 years ago
- Implementation of Reinforcement Learning in Pair Trading☆11Jul 4, 2025Updated 7 months ago
- Companion code for the "Self Learning Quant" blog post☆255Nov 6, 2017Updated 8 years ago
- Trading environnement for RL agents, backtesting and training.☆166Jun 21, 2022Updated 3 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
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆221Sep 23, 2024Updated last year
- An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.☆5,905Updated this week
- Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent☆946Jan 12, 2022Updated 4 years ago
- Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Ti…☆2,216Aug 27, 2022Updated 3 years ago
- Deep Reinforcement Learning A3C Crypto Trading Bot☆40Feb 24, 2018Updated 7 years ago
- A deep learning model for Financial Signal Representation and Trading☆76Nov 4, 2018Updated 7 years ago
- Master Thesis: Limit order placement with Reinforcement Learning☆179Jan 9, 2026Updated last month
- Reinforcement Learning for finance☆189Apr 7, 2017Updated 8 years 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