TWICE: Modeling the Temporal Evolution of Personalized User Behavior via Event-Driven Agents

Bingrui Jin, Kunyao Lan, Baihan LI +1

User simulators are widely used for data generation, evaluation, and agent-based interaction, but existing approaches often model users as static personas or rely on generic histor…