samre12 / deep-trading-agent
Deep Reinforcement Learning based Trading Agent for Bitcoin
☆766Updated 6 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
- Environment for reinforcement-learning algorithmic trading models☆711Updated 7 years ago
- Scalable, event-driven, deep-learning-friendly backtesting library☆998Updated 3 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆559Updated 4 years ago
- Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/17…☆563Updated last month
- Applying Reinforcement Learning in Quantitative Trading☆350Updated last year
- Reinforcement Learning for Portfolio Management☆468Updated 6 years ago
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆419Updated 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…☆1,469Updated 7 years ago
- Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent☆894Updated 3 years ago
- This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.☆801Updated 8 years ago
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆213Updated last year
- Companion code for the "Self Learning Quant" blog post☆258Updated 7 years ago
- An environment to high-frequency trading agents under reinforcement learning☆279Updated 7 years ago
- This trading-gym is the first trading for agent to train with episode of short term trading itself.☆231Updated 2 years ago
- Deep Q-learning driven stock trader bot☆879Updated last year
- Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.☆1,675Updated last year
- Using deep actor-critic model to learn best strategies in pair trading☆316Updated 7 years ago
- TensorForce Bitcoin Trading Bot☆828Updated 6 years ago
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆248Updated 2 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆220Updated 2 years ago
- A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep rei…☆651Updated 6 months ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆219Updated 7 months ago
- A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym☆1,780Updated 3 years ago
- Mostly experiments based on "Advances in financial machine learning" book☆553Updated 4 years ago
- A simple, yet elegant visualization of our stock trading RL agent environment.☆218Updated 3 years ago
- PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Managemen…☆1,787Updated 3 years ago
- playing idealized trading games with deep reinforcement learning☆358Updated 3 years ago
- Learning to trade under the reinforcement learning framework☆508Updated 8 years ago
- Trading environnement for RL agents, backtesting and training.☆165Updated 2 years ago
- This is the code for "Reinforcement Learning for Stock Prediction" By Siraj Raval on Youtube☆656Updated 2 years ago