6-Billionaires / trading-gym
This trading-gym is the first trading for agent to train with episode of short term trading itself.
☆230Updated 2 years ago
Alternatives and similar repositories for trading-gym:
Users that are interested in trading-gym are comparing it to the libraries listed below
- Trading environnement for RL agents, backtesting and training.☆165Updated 2 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆220Updated 2 years ago
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆248Updated 2 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆218Updated 6 months ago
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆213Updated last year
- This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy g…☆108Updated 5 years ago
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆418Updated 2 years ago
- 𝘋𝘦𝘦𝘱 𝘙𝘓 𝘈𝘭𝘨𝘰𝘵𝘳𝘢𝘥𝘪𝘯𝘨 𝘸𝘪𝘵𝘩 𝘙𝘢𝘺 𝘈𝘗𝘐☆175Updated last year
- Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV f…☆210Updated 2 months ago
- Applying Reinforcement Learning in Quantitative Trading☆348Updated last year
- An Structural Application of Reinforcement Learning in Pair Trading☆9Updated last year
- Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader☆186Updated 2 years ago
- ☆102Updated 6 years ago
- A simple, yet elegant visualization of our stock trading RL agent environment.☆218Updated 3 years ago
- Training an Agent to make automated trading decisions in a simulated stochastic market environment using Reinforcement Learning or Deep Q…☆87Updated 5 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…☆274Updated 3 years ago
- Using deep actor-critic model to learn best strategies in pair trading☆315Updated 7 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆558Updated 4 years ago
- OpenAI Gym Environment API based Bitcoin trading environment☆133Updated 2 years ago
- We tested 3 approaches for Pair Trading: distance, cointegration and reinforcement learning approach.☆260Updated 2 years ago
- Master Thesis: Limit order placement with Reinforcement Learning☆175Updated 6 years ago
- Reinforcement Learning for Automated Trading☆88Updated 8 years ago
- A Deep Reinforcement Learning Challenge on Forex Portfolio Management☆146Updated 8 months ago
- Deep Reinforcement Learning For Trading☆106Updated last year
- A skeleton for creating a neuro-evolution reinforcement learning trading bot with a Keras neural network.☆97Updated 6 years ago
- An environment to high-frequency trading agents under reinforcement learning☆279Updated 7 years ago
- Companion code for the "Self Learning Quant" blog post☆257Updated 7 years ago
- Reinforcement Learning for Portfolio Management☆467Updated 6 years ago
- Experimental code supporting the results presented in the scientific research paper entitled "An Application of Deep Reinforcement Learni…☆196Updated 3 years ago
- ☆126Updated 6 years ago