Beyond Successful Play: Diagnosing Opponent Modeling in Large Language Models

Hanbo Xie, Yue Zhao, Robert C. Wilson

Language-model agents are expected to adapt to others whose behavior changes through interaction. Yet adaptation may rely on learned behavioral patterns rather than theory of mind…