tomgrek / RL-stocktrading
☆102Updated 6 years ago
Alternatives and similar repositories for RL-stocktrading:
Users that are interested in RL-stocktrading are comparing it to the libraries listed below
- Training an Agent to make automated trading decisions in a simulated stochastic market environment using Reinforcement Learning or Deep Q…☆87Updated 5 years ago
- This trading-gym is the first trading for agent to train with episode of short term trading itself.☆230Updated 2 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆219Updated last year
- CSCI 599 deep learning and its applications final project☆152Updated 6 years ago
- Trading environnement for RL agents, backtesting and training.☆165Updated 2 years ago
- Reinforcement Learning for Automated Trading☆85Updated 8 years ago
- A Deep Reinforcement Learning Challenge on Forex Portfolio Management☆145Updated 7 months ago
- Using deep actor-critic model to learn best strategies in pair trading☆315Updated 7 years ago
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆212Updated last year
- A simple, yet elegant visualization of our stock trading RL agent environment.☆217Updated 3 years ago
- Implementations of FX trading with RRL☆64Updated 6 years ago
- Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV f…☆208Updated last month
- Deep Reinforcement Learning For Trading☆105Updated last year
- Reinforcement Learning for finance☆183Updated 7 years ago
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆77Updated 5 years ago
- 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
- ☆181Updated 6 years ago
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆247Updated 2 years ago
- Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader☆185Updated 2 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆215Updated 5 months ago
- An Structural Application of Reinforcement Learning in Pair Trading☆9Updated last year
- Demo for the application of RL to non-stationary effects☆45Updated 4 years ago
- Autoencoder framework for portfolio selection (paper published by J. B. Heaton, N. G. Polson, J. H. Witte.)☆132Updated 4 years ago
- Pair Trading Strategy using Machine Learning written in Python☆114Updated 2 years ago
- A skeleton for creating a neuro-evolution reinforcement learning trading bot with a Keras neural network.☆97Updated 6 years ago
- Implementing a Generative Adversarial Network on the Stock Market☆121Updated 3 years ago
- Deep Reinforcement Learning A3C Crypto Trading Bot☆40Updated 7 years ago
- ☆49Updated 5 years ago
- Experimental code supporting the results presented in the scientific research paper entitled "An Application of Deep Reinforcement Learni…☆194Updated 3 years ago
- An environment to high-frequency trading agents under reinforcement learning☆278Updated 7 years ago