NickKaparinos / Automated-Cryptocurrency-trading-using-Deep-RLLinks
Training and evaluation of Deep Reinforcement Learning cruptocurrency trading agent.
☆19Updated 3 years ago
Alternatives and similar repositories for Automated-Cryptocurrency-trading-using-Deep-RL
Users that are interested in Automated-Cryptocurrency-trading-using-Deep-RL are comparing it to the libraries listed below
Sorting:
- This project analysed financial data and designed trading strategies by machine learning models.☆10Updated 6 years ago
- Monlan is a collection of Data Science experiments (DRL and other approaches) into FOREX algotrading field. Warning! It's my research pro…☆12Updated 3 years ago
- ☆13Updated 6 years ago
- Reinforcement Learning in FX Trading☆28Updated 6 years ago
- WATERMELON: Multi-Agent Reinforcement Learning Based Algorithmic Stock Trading System with GUI Application☆17Updated 3 years ago
- The repository contains the code for project for DS 5500 course at Northeastern.☆36Updated 5 years ago
- Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning☆28Updated 7 years ago
- A Deep Reinforcement Learning neural net for an original Multi-Dimensional Pairs Trading strategy is proposed☆21Updated 6 years ago
- apolanco3225 / Deep-Reinforcement-Learning-for-Optimal-Execution-of-Portfolio-Transactions-using-DDPGPerforming a trading strategy using deep deterministic policy gradients to know when to buy, hold or sell stocks in a virtual environment…☆57Updated 6 years ago
- This project is essentially the implementation of the paper “Algorithmic Financial Trading with Deep Convolutional Neural Networks: Time …☆22Updated 5 years ago
- Deep Reinforcement Learning for Trading☆28Updated 3 years ago
- This project explores stock trading modelling with the use recurrent neural network (RNN) with long-short term memory (LSTM) architecture…☆27Updated 6 years ago
- Automated FOREX trading using recurrent reinforcement learning☆34Updated 2 years ago
- Stock Price Prediction with LSTM and Trading Strategy with Reinforcement Learning☆14Updated 6 years ago
- An implementation of a stock market trading bot, which uses Deep Q Learning☆24Updated 2 years ago
- Create a mid-price classifier for limit order books using a CNN and LSTM☆15Updated 5 years ago
- Stock Market predictions are one of the most difficult problems to solve, and during the looming days of recession it’s extremely difficu…☆15Updated 5 years ago
- A Deep Reinforcement Learning model for high volume and frequency Forex Portfolio Management☆12Updated 2 years ago
- Deep Reinforcement Learning applied to trading☆15Updated 6 years ago
- Deep learning for limit order book trading and mid-price movement☆56Updated 5 years ago
- ☆30Updated 2 years ago
- Paper: https://arxiv.org/pdf/2008.12275.pdf☆26Updated 5 years ago
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆78Updated 6 years ago
- Reproduce the result of the paper "Deep Learning with Long Short-Term Memory Networks for Financial Market Prediction"☆19Updated 5 years ago
- ☆17Updated 3 years ago
- Deep Reinforcement Learning for Stock trading task☆21Updated 4 years ago
- A portfolio optimization framework leveraging Deep Reinforcement Learning (DRL) and a custom trading environment☆12Updated 5 years ago
- Creating DRL infrastructure for Dynamic Beta with Zipline and Keras☆14Updated 2 years ago
- An Empirical Study of Optimal Combination of Algorithms for Prediction-Based Portfolio Optimization Model using Machine Learning over Co…☆11Updated 3 years ago
- Limit Order Book for high-frequency trading (HFT) strategies using data science approaches☆24Updated 3 years ago