Application of Deep Q-Network in Portfolio Management

Application of Deep Q-Network in Portfolio Management

13 March 2020

Zhengyong Jiang

Jionglong Su

Papers citing "Application of Deep Q-Network in Portfolio Management"

5 / 5 papers shown

Title
MTS: A Deep Reinforcement Learning Portfolio Management Framework with Time-Awareness and Short-Selling Fengchen Gu Zhengyong Jiang Ángel García-Fernández Angelos Stefanidis Jionglong Su Huakang Li AI4TS AIFin 72 0 0 06 Mar 2025
Dynamic Portfolio Optimization via Augmented DDPG with Quantum Price Levels-Based Trading Strategy Runsheng Lin Zihan Xing Mingze Ma Raymond S.T. Lee 41 2 0 15 Jan 2025
On the Global Convergence of Fitted Q-Iteration with Two-layer Neural Network Parametrization Mudit Gaur Vaneet Aggarwal Mridul Agarwal MLT 38 1 0 14 Nov 2022
A Novel Neuromorphic Processors Realization of Spiking Deep Reinforcement Learning for Portfolio Management Amir Saeidi Forouzan Fallah Soroush Barmaki Hamed Farbeh 27 11 0 26 Mar 2022
TradeR: Practical Deep Hierarchical Reinforcement Learning for Trade Execution Karush Suri Xiaolong Shi Konstantinos Plataniotis Y. Lawryshyn OffRL 18 4 0 16 Feb 2021