28 citations · 29 across the 2 of their papers we have counts for
2 papers
cs.CE2024★ 1 cited
DeepClair: Utilizing Market Forecasts for Effective Portfolio Selection
Donghee Choi, Jinkyu Kim, Mogan Gim +2
Utilizing market forecasts is pivotal in optimizing portfolio selection strategies. We introduce DeepClair, a novel framework for portfolio selection. DeepClair leverages a transfo…
cs.AI2020★ 28 cited
MAPS: Multi-agent Reinforcement Learning-based Portfolio Management System
Jinho Lee, Raehyun Kim, Seok-Won Yi +1
Generating an investment strategy using advanced deep learning methods in stock markets has recently been a topic of interest. Most existing deep learning methods focus on proposin…