DeepClair: Utilizing Market Forecasts for Effective Portfolio Selection

D Choi, J Kim, M Gim, J Lee, J Kang - Proceedings of the 33rd ACM …, 2024 - dl.acm.org
Utilizing market forecasts is pivotal in optimizing portfolio selection strategies. We introduce
DeepClair, a novel framework for portfolio selection. DeepClair leverages a transformer …

Enhanced Investment Decision Making with a Reinforcement Learning-Based Multi-Agent Portfolio Management System

KSR Ram, M Selvaganapathy… - … Conference on Data …, 2024 - ieeexplore.ieee.org
The portfolio management system using traditional machine learning approaches struggles
with data quality and interpretability of models, while needing to adapt to constantly evolving …