Handling non-stationary data streams under complex environments

• Main Author: Weng, Weiwei
• Other Authors: Zhang Jie
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science
• Online Access: https://hdl.handle.net/10356/178601
• Institution: Nanyang Technological University

In the digital era, where data generation is incessant and often presents non-stationary distributions, intelligent agents face the imperative challenge of emulating human-like learning and adaptation. Handling non-stationary data streams effectively is essential for intelligent agents, enabling th...