multidqn / deep-q-tradingLinks
☆32Updated 4 years ago
Alternatives and similar repositories for deep-q-trading
Users that are interested in deep-q-trading are comparing it to the libraries listed below
Sorting:
- Jiahao Li, Yong Zhang, Xingyu Yang, and Liangwei Chen. "Online portfolio management via deep reinforcement learning with high-frequency d…☆23Updated last year
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Updated 7 years ago
- Deep Reinforcement Learning for Stock trading task☆20Updated 4 years ago
- ☆17Updated 2 years ago
- Artificial-Intelligence-Big-Data-Lab / A-Multi-Layer-and-Multi-Ensembled-Stock-Trader-Using-Deep-Learning-and-Deep-Reinforcement-Learning☆60Updated 4 years ago
- ☆15Updated 4 years ago
- Stock trading strategies play a critical role in investment. However, it is challenging to design a profitable strategy in a complex and …☆42Updated 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…☆56Updated 2 years ago
- This project implements the two deep reinforcement learning algorithms on portfolio management☆54Updated 6 years ago
- Deep Reinforcement Learning Robot Advisor☆25Updated 3 years ago
- This is the code implementation of the paper "Financial Trading as a Game: A Deep Reinforcement Learning Approach".☆86Updated 4 years ago
- ☆9Updated 3 years ago
- MASA: Developing A Multi-Agent and Self-Adaptive Framework with Deep Reinforcement Learning for Dynamic Portfolio Risk Management.☆40Updated 7 months ago
- ☆13Updated 6 months ago
- The repository contains the code for project for DS 5500 course at Northeastern.☆36Updated 5 years ago
- We introduce the first end-to-end Deep Reinforcement Learning based framework for active high frequency trading.☆69Updated last year
- Build DDPG models and test on stock market☆22Updated 6 years ago
- 复现华泰证券《强化学习初探与DQN择时》研报中的DQN模型与效果☆34Updated 2 years ago
- Using Reinforcement Learning with Deep Deterministic Policy Gradient for Portfolio Optimization☆9Updated 2 years ago
- Using Resnet architecture in the contextual bandit framework for financial asset trading☆16Updated 6 months ago
- Pair Trading Strategy using Machine Learning written in Python☆119Updated 3 years ago
- Implementation of the DDPG algorithm for Optimal Finance Trading☆44Updated 5 years ago
- This project provides the source code of the paper "Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning (IEEE TKDE 2020)".☆17Updated 4 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
- This repo contains some codes and outputs of my implementation of DeepLOB model.☆82Updated 4 years ago
- differential Sharpe ratio☆34Updated 5 years ago
- Accepted at AAAI 25 Workshop Long Research Paper☆16Updated 3 months ago
- This repository represents work in progress for the Worldquant University Capstone Project titled: Asset Portfolio Management using Deep …☆80Updated 2 years ago
- Trading multiple stocks using custom gym environment and custom neural network with StableBaselines3.☆53Updated 2 years ago
- This repository is for the demonstration of our work, "Market Making with Deep Reinforcement Learning from Limit Order Books"☆61Updated 2 years ago