hackthemarket / gym-trading
Environment for reinforcement-learning algorithmic trading models
☆700Updated 6 years ago
Related projects: ⓘ
- Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/17…☆544Updated 4 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆547Updated 3 years ago
- ☆421Updated this week
- Reinforcement Learning for Portfolio Management☆453Updated 6 years ago
- Scalable, event-driven, deep-learning-friendly backtesting library☆985Updated 3 years ago
- Deep Reinforcement Learning based Trading Agent for Bitcoin☆748Updated 6 years ago
- This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.☆788Updated 7 years ago
- Using deep actor-critic model to learn best strategies in pair trading☆308Updated 7 years ago
- Applying Reinforcement Learning in Quantitative Trading☆336Updated 7 months ago
- Deep Q-learning driven stock trader bot☆832Updated 9 months ago
- Learning to trade under the reinforcement learning framework☆495Updated 7 years ago
- PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Managemen…☆1,732Updated 2 years ago
- Companion code for the "Self Learning Quant" blog post☆255Updated 6 years ago
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆408Updated last year
- An environment to high-frequency trading agents under reinforcement learning☆273Updated 7 years ago
- playing idealized trading games with deep reinforcement learning☆355Updated 3 years ago
- A simple, yet elegant visualization of our stock trading RL agent environment.☆212Updated 2 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…☆1,457Updated 6 years ago
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆208Updated 10 months ago
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆236Updated last year
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆217Updated last year
- Reinforcement Learning for finance☆180Updated 7 years ago
- This trading-gym is the first trading for agent to train with episode of short term trading itself.☆229Updated last year
- CSCI 599 deep learning and its applications final project☆151Updated 5 years ago
- Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.☆1,546Updated 7 months ago
- This is the code for "Reinforcement Learning for Stock Prediction" By Siraj Raval on Youtube☆638Updated 2 years ago
- Cloud-native Financial Reinforcement Learning☆355Updated 6 months ago
- Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent☆845Updated 2 years ago
- ☆167Updated 6 years ago
- A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep rei…☆556Updated last month