Grounding Before Generalizing: How AI Differs from Humans in Causal Transfer

Liangru Xiang^1,4,*, Yuxi Ma^2,3,4,5,*, Zhihao Cao^1,4,*, Yixin Zhu^2,3,4,5, Song-Chun Zhu^1,2,4

¹Department of Automation, Tsinghua University ²Institute for Artificial Intelligence, Peking University ³School of Psychological and Cognitive Sciences, Peking University ⁴State Key Laboratory of General Artificial Intelligence ⁵Beijing Key Laboratory of Behavior and Mental Health, Peking University