tomgrek / RL-stocktrading
☆100Updated 6 years ago
Related projects: ⓘ
- Training an Agent to make automated trading decisions in a simulated stochastic market environment using Reinforcement Learning or Deep Q…☆86Updated 4 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
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆217Updated last year
- Reinforcement Learning for Automated Trading☆85Updated 7 years ago
- A Deep Reinforcement Learning Challenge on Forex Portfolio Management☆140Updated last month
- Using deep actor-critic model to learn best strategies in pair trading☆308Updated 7 years ago
- ☆179Updated 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 environnement for RL agents, backtesting and training.☆165Updated 2 years ago
- A simple, yet elegant visualization of our stock trading RL agent environment.☆212Updated 2 years ago
- Deep Reinforcement Learning For Trading☆104Updated 7 months ago
- Reinforcement Learning for finance☆180Updated 7 years ago
- ☆50Updated 5 years ago
- Implementations of FX trading with RRL☆65Updated 5 years ago
- This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy g…☆104Updated 5 years ago
- Deep Reinforcement Learning A3C Crypto Trading Bot☆40Updated 6 years ago
- An (unofficial) implementation of the post "Trading Bitcoin with Reinforcement Learning".☆97Updated 5 years ago
- Demo for the application of RL to non-stationary effects☆44Updated 4 years ago
- ☆50Updated last year
- An Structural Application of Reinforcement Learning in Pair Trading☆7Updated last year
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆236Updated last year
- Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV f…☆202Updated last week
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆77Updated 5 years ago
- ☆52Updated 6 years ago
- Autoencoder framework for portfolio selection (paper published by J. B. Heaton, N. G. Polson, J. H. Witte.)☆128Updated 3 years ago
- An RL model that uses double deep Q learning to generate an optimal policy of stock market trades☆89Updated last year
- Experimental code supporting the results presented in the scientific research paper entitled "An Application of Deep Reinforcement Learni…☆171Updated 2 years ago
- Automate swing trading using deep reinforcement learning. The deep deterministic policy gradient-based neural network model trains to cho…☆69Updated 7 years ago
- A skeleton for creating a neuro-evolution reinforcement learning trading bot with a Keras neural network.☆98Updated 6 years ago