AI RESEARCH
MindZero: Learning Online Mental Reasoning With Zero Annotations
arXiv CS.AI
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ArXi:2606.00240v1 Announce Type: new Effective real-world assistance requires AI agents with robust Theory of Mind (ToM): inferring human mental states from their behavior. Despite recent advances, several key challenges remain, including (1) online inference with robust uncertainty updates over multiple hypotheses; (2) efficient reasoning suitable for real-time assistance; and (3) the lack of ground-truth mental state annotations in real-world domains. We address these challenges by