Mengxia He

Safe Multi-Objective Linear Bandits with Hierarchical Preferences

Multi-objective bandits with hierarchical preferences and safety constraints is central to many real-world decision-making tasks such as healthcare treatment planning and safe autonomous control, where multiple objectives must be optimized according to their priorities while ensuring safety requirem