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

• المؤلف الرئيسي: Chia, Samuel Wei Kit
• مؤلفون آخرون: Quek Hiok Chai
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/181152
• المؤسسة: 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...