Person-Aligned User Simulation for Role-Playing Agent Evaluation

This research addresses the limitations of static dialogue histories in evaluating role-playing agents. It proposes a method to simulate diverse, person-aligned user interactions to better measure an agent's ability to maintain character across multi-turn conversations.