Xianwei Cao

Learning What Matters Now: Dynamic Preference Inference under Contextual Shifts

Humans often juggle multiple, sometimes conflicting objectives and shift their priorities as circumstances change, rather than following a fixed objective function. In contrast, most computational decision-making and multi-objective RL methods assume static preference weights or a known scalar rewa…