Fuzzified stock market forecasting with transformer networks and adaptive portfolio management using reinforcement learning

This paper presents a novel approach to stock market prediction and portfolio management by integrating deep learning, clustering, and reinforcement learning techniques. This research extends the development of an interpretable Transformer network by [55], which leverages self-attention mechanism...

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Bibliographic Details
Main Author: Chia, Samuel Wei Kit
Other Authors: Quek Hiok Chai
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/181152