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

• 主要作者: Chia, Samuel Wei Kit
• 其他作者: Quek Hiok Chai
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Computer and Information Science
• 在線閱讀: https://hdl.handle.net/10356/181152
• 機構: Nanyang Technological University

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...