Explainable Deep Reinforcement Learning for Portfolio Management: An Empirical Approach

7 November 2021

Papers citing "Explainable Deep Reinforcement Learning for Portfolio Management: An Empirical Approach"

5 / 5 papers shown

Title
Explainable Post hoc Portfolio Management Financial Policy of a Deep Reinforcement Learning agent Alejandra de la Rica Escudero E.C. Garrido-Merchán Maria Coronado Vaca AIFin 29 2 0 19 Jul 2024
An Ensemble Method of Deep Reinforcement Learning for Automated Cryptocurrency Trading Shuyang Wang Diego Klabjan 26 1 0 27 Jul 2023
Leveraging Deep Learning and Online Source Sentiment for Financial Portfolio Management K. Srivatsan Loukia Avramelou Georgios Rodinos Maria Tzelepi Muzammal Naseer ... Manos Kirtas Pavlos Tosidis Avraam Tsantekidis Nikolaos Passalis Anastasios Tefas AIFin 27 2 0 23 Jul 2023
Dynamic Datasets and Market Environments for Financial Reinforcement Learning Xiao-Yang Liu Ziyi Xia Hongyang Yang Jiechao Gao Daochen Zha Ming Zhu Chris Wang Zhaoran Wang Jian Guo OffRL 24 26 0 25 Apr 2023
FinRL: Deep Reinforcement Learning Framework to Automate Trading in Quantitative Finance Xiao-Yang Liu Hongyang Yang Jiechao Gao Chris Wang AIFin OffRL 16 92 0 07 Nov 2021