conditionWang / DRQN_Stock_TradingLinks
This is the code implementation of the paper "Financial Trading as a Game: A Deep Reinforcement Learning Approach".
☆90Updated 4 years ago
Alternatives and similar repositories for DRQN_Stock_Trading
Users that are interested in DRQN_Stock_Trading are comparing it to the libraries listed below
Sorting:
- This repository presents our work during a project realized in the context of the IEOR 8100 RL Class at Columbia University.☆256Updated 3 years ago
- Experimental code supporting the results presented in the scientific research paper entitled "An Application of Deep Reinforcement Learni…☆207Updated 3 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
- We introduce the first end-to-end Deep Reinforcement Learning based framework for active high frequency trading.☆73Updated last year
- This repository represents work in progress for the Worldquant University Capstone Project titled: Asset Portfolio Management using Deep …☆83Updated 2 years ago
- Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader☆191Updated 2 years ago
- ☆32Updated 5 years ago
- An open-source framework for reduction of overfitting of DRL agents in Finance☆70Updated 2 years ago
- This project implements the two deep reinforcement learning algorithms on portfolio management☆53Updated 7 years ago
- An RL model that uses double deep Q learning to generate an optimal policy of stock market trades☆105Updated 2 years ago
- Our codebase trials provide an implementation of the Select and Trade paper, which proposes a new paradigm for pair trading using hierar…☆129Updated 2 years ago
- Artificial-Intelligence-Big-Data-Lab / A-Multi-Layer-and-Multi-Ensembled-Stock-Trader-Using-Deep-Learning-and-Deep-Reinforcement-Learning☆59Updated 5 years ago
- ☆201Updated last week
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆218Updated last year
- Tensortrade project for reinforcement learning in futures market☆56Updated 4 years ago
- Implementing a Generative Adversarial Network on the Stock Market☆121Updated 3 years ago
- ☆105Updated last year
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Updated 7 years ago
- This repository is for the demonstration of our work, "Market Making with Deep Reinforcement Learning from Limit Order Books"☆67Updated 2 years ago
- This repository contains the main code used in the paper "Deep Reinforcement Learning for Market Making Under a Hawkes Process-Based Limi…☆63Updated 2 years ago
- Practical Deep Reinforcement Learning Approach for Stock Trading. NeurIPS 2018 AI in Finance.☆96Updated last year
- differential Sharpe ratio☆34Updated 6 years ago
- Stock trading strategies play a critical role in investment. However, it is challenging to design a profitable strategy in a complex and …☆45Updated 3 years ago
- The repository contains the code for project for DS 5500 course at Northeastern.☆35Updated 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 6 years ago
- Implementation of the DDPG algorithm for Optimal Finance Trading☆45Updated 6 years ago
- A Project of a Reinforcement Learning course. Simulated competing investment strategies through continuous refinement in a virtual stock …☆14Updated 6 years ago
- This repo contains some codes and outputs of my implementation of DeepLOB model.☆86Updated 4 years ago
- A Deep Reinforcement Learning Framework for Stock Market Trading☆176Updated 3 years ago
- Implementation of Reinforcement Learning in Pair Trading☆10Updated 3 months ago