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cs.AI2026
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…
cs.CL2026
ToSCA: Leveraging Hierarchical Reinforcement Learning on Temporal and Strategic Abstractions of Conversational Agents
Xiaoyu Wang, Qingqing Gu, Yue Zhao +5
Humans naturally exhibit multiple forms of abstraction in reasoning and interaction, including temporal abstraction across decision timescales and strategic abstraction over commun…
cs.HC2026
Self-EmoQ: Plutchik-Guided Value-based Planning to Drive Streaming Emotional TTS
Yue Zhao, Hongyan Li, Yong Chen +1
Emotional interaction is increasingly crucial for conversational AI, yet current systems lack a self-emotion determination mechanism to drive the streaming text-to-speech (TTS) syn…