Tianmin Shu
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126
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AI×1Multiagent×1
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2026
MindZero: Learning Online Mental Reasoning With Zero Annotations
MindZero introduces a self-supervised reinforcement learning framework that trains multimodal large language models (MLLMs) for efficient and robust online mental reasoning without requiring explicit mental state annotations.
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Papers
cs.AIcs.MARecentMay 29, 2026
MindZero: Learning Online Mental Reasoning With Zero Annotations
Shunchi Zhang, Jin Lu, Chuanyang Jin, Yichao Zhou +2 more
MindZero introduces a self-supervised reinforcement learning framework that trains multimodal large language models (MLLMs) for efficient and robust online mental reasoning without requiring explicit…
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