Cyn7hia / Double-DQN-stock-trading-ruleLinks
Code for paper Stock trading rule discovery with double deep Q-network
☆14Updated 2 years ago
Alternatives and similar repositories for Double-DQN-stock-trading-rule
Users that are interested in Double-DQN-stock-trading-rule are comparing it to the libraries listed below
Sorting:
- Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning☆28Updated 7 years ago
- This project explores stock trading modelling with the use recurrent neural network (RNN) with long-short term memory (LSTM) architecture…☆28Updated 6 years ago
- A DQN agent that optimally hedges an options portfolio.☆25Updated 5 years ago
- Option hedging strategies are investigated using two reinforcement learning algorithms: deep Q network and deep deterministic policy grad…☆21Updated 5 years ago
- Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation☆36Updated 6 years ago
- The repository contains the code for project for DS 5500 course at Northeastern.☆36Updated 5 years ago
- Deep Reinforcement Learning for Trading☆29Updated 3 years ago
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Updated 7 years ago
- This project implements the two deep reinforcement learning algorithms on portfolio management☆54Updated 7 years ago
- Implementation of the DDPG algorithm for Optimal Finance Trading☆45Updated 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…☆58Updated 6 years ago
- Reinforcement Learning in FX Trading☆28Updated 6 years ago
- ☆13Updated 6 years ago
- The work aims to explore Value based, Deep Reinforcment Learning (Deep Q-Learning and Double Deep Q-Learning) for the problem of Optimal …☆55Updated 6 years ago
- Deep Reinforcement Learning for Stock trading task☆21Updated 4 years ago
- A Deep Reinforcement Learning model for high volume and frequency Forex Portfolio Management☆12Updated 2 years ago
- DQN RL Trading bot for bitcoin☆34Updated 2 years ago
- Build DDPG models and test on stock market☆22Updated 7 years ago
- DQN stock trading pytorch implementation☆42Updated 6 years ago
- This project is part of my internship at ULiege on Deep RL in stock market trading☆45Updated 2 years ago
- Practical Deep Reinforcement Learning Approach for Stock Trading. NeurIPS 2018 AI in Finance.☆98Updated last year
- This repository represents work in progress for the Worldquant University Capstone Project titled: Asset Portfolio Management using Deep …☆86Updated 3 years ago
- A Reinforcement Learning based Stock Trader with multiple backends☆31Updated 5 years ago
- This notebook contains an independently developed Keras/Tensorflow implementation of the CNN-LSTM model for Limit Order Book forecasting …☆36Updated 5 years ago
- This is a repo for deep reinforcement learning in trading. I used value based double DQN variant for single stock trading. The agent lear…☆71Updated 6 years ago
- A Project of a Reinforcement Learning course. Simulated competing investment strategies through continuous refinement in a virtual stock …☆15Updated 6 years ago
- ☆32Updated 5 years ago
- Optimizing the Pairs-Trading Strategy using Deep Reinforcement Learning with Trading and Stop-loss Boundaries☆13Updated 3 years ago
- Artificial-Intelligence-Big-Data-Lab / A-Multi-Layer-and-Multi-Ensembled-Stock-Trader-Using-Deep-Learning-and-Deep-Reinforcement-Learning☆57Updated 5 years ago
- Stock trading based on MACD indicator, using NEAT and naive algorithm☆31Updated 3 years ago