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.☆254Updated 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
- ☆32Updated 5 years ago
- A Deep Reinforcement Learning Framework for Stock Market Trading☆175Updated 3 years ago
- This project implements the two deep reinforcement learning algorithms on portfolio management☆53Updated 7 years ago
- Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader☆189Updated 2 years ago
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆218Updated last year
- 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
- ☆127Updated last year
- ☆201Updated last month
- This repository represents work in progress for the Worldquant University Capstone Project titled: Asset Portfolio Management using Deep …☆85Updated 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…☆128Updated 2 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆222Updated 2 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
- We introduce the first end-to-end Deep Reinforcement Learning based framework for active high frequency trading.☆71Updated last year
- An open-source framework for reduction of overfitting of DRL agents in Finance☆69Updated 2 years ago
- This repo contains some codes and outputs of my implementation of DeepLOB model.☆86Updated 4 years ago
- Practical Deep Reinforcement Learning Approach for Stock Trading. NeurIPS 2018 AI in Finance.☆96Updated last year
- 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
- CSCI 599 deep learning and its applications final project☆156Updated 6 years ago
- Implementation of the DDPG algorithm for Optimal Finance Trading☆45Updated 6 years ago
- Implementation of Reinforcement Learning in Pair Trading☆10Updated 2 months ago
- An RL model that uses double deep Q learning to generate an optimal policy of stock market trades☆104Updated 2 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
- This repository contains the main code used in the paper "Deep Reinforcement Learning for Market Making Under a Hawkes Process-Based Limi…☆64Updated 2 years ago
- Jiahao Li, Yong Zhang, Xingyu Yang, and Liangwei Chen. "Online portfolio management via deep reinforcement learning with high-frequency d…☆24Updated 2 years ago
- ☆104Updated last year
- Artificial-Intelligence-Big-Data-Lab / A-Multi-Layer-and-Multi-Ensembled-Stock-Trader-Using-Deep-Learning-and-Deep-Reinforcement-Learning☆60Updated 5 years ago
- Tensortrade project for reinforcement learning in futures market☆56Updated 4 years ago
- A Project of a Reinforcement Learning course. Simulated competing investment strategies through continuous refinement in a virtual stock …☆15Updated 6 years ago