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MAPS: Multi-agent Reinforcement Learning-based Portfolio Management System

MAPS: Multi-agent Reinforcement Learning-based Portfolio Management System

Jinho Lee
Raehyun Kim
Seok-Won Yi
Jaewoo Kang
ArXiv (abs)PDFHTML

Papers citing "MAPS: Multi-agent Reinforcement Learning-based Portfolio Management System"

5 / 5 papers shown
Title
The Evolution of Reinforcement Learning in Quantitative Finance: A Survey
The Evolution of Reinforcement Learning in Quantitative Finance: A Survey
Nikolaos Pippas
Cagatay Turkay
Elliot A. Ludvig
AIFin
193
4
0
20 Aug 2024
Explainable Post hoc Portfolio Management Financial Policy of a Deep Reinforcement Learning agent
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
97
3
0
19 Jul 2024
MetaTrader: An Reinforcement Learning Approach Integrating Diverse Policies for Portfolio Optimization
MetaTrader: An Reinforcement Learning Approach Integrating Diverse Policies for Portfolio Optimization
Hui Niu
Siyuan Li
Jian Li
AIFin
82
31
0
01 Sep 2022
Assisted Learning for Organizations with Limited Imbalanced Data
Assisted Learning for Organizations with Limited Imbalanced Data
Cheng Chen
Jiaying Zhou
Jie Ding
Yi Zhou
FedML
65
3
0
20 Sep 2021
MSPM: A Modularized and Scalable Multi-Agent Reinforcement Learning-based System for Financial Portfolio Management
MSPM: A Modularized and Scalable Multi-Agent Reinforcement Learning-based System for Financial Portfolio Management
Zhenhan Huang
F. Tanaka
AIFin
82
25
0
06 Feb 2021

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