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Think straight or think again? Continual joint learning of deduction, abduction and induction.

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第一作者： Kai,Xiong

第一单位： Research Center for Social Computing and Interactive Robotics, Harbin Institute of Technology, Harbin, 150000, Heilongjiang, China. Electronic address: kxiong@ir.hit.edu.cn.

作者： Kai,Xiong ^[1] ; Xiao,Ding ^[2] ; Yixin,Cao ^[3] ; Yang,Zhao ^[4] ; Ting,Liu ^[5] ; Bing,Qin ^[6]

作者单位： Research Center for Social Computing and Interactive Robotics, Harbin Institute of Technology, Harbin, 150000, Heilongjiang, China. Electronic address: kxiong@ir.hit.edu.cn. ^[1] Research Center for Social Computing and Interactive Robotics, Harbin Institute of Technology, Harbin, 150000, Heilongjiang, China. Electronic address: xding@ir.hit.edu.cn. ^[2] Institute of Trustworthy Embodied AI, Fudan University, Shanghai, 200433, China. Electronic address: yxcao@fudan.edu.cn. ^[3] Research Center for Social Computing and Interactive Robotics, Harbin Institute of Technology, Harbin, 150000, Heilongjiang, China. Electronic address: yangzhao@ir.hit.edu.cn. ^[4] Research Center for Social Computing and Interactive Robotics, Harbin Institute of Technology, Harbin, 150000, Heilongjiang, China. Electronic address: tliu@ir.hit.edu.cn. ^[5] Research Center for Social Computing and Interactive Robotics, Harbin Institute of Technology, Harbin, 150000, Heilongjiang, China. Electronic address: qinb@ir.hit.edu.cn. ^[6]

关键词 Causal reasoning Continual learning system Knowledge graph Large language models Logical reasoning Natural language processing

医学主题词人类(Humans);思考(Thinking);学习(Learning);奖励(Reward);逻辑学(Logic)

DOI 10.1016/j.neunet.2025.107768

PMID 40609503

发布时间 2025-09-06

翻译满意度评价：

准确一般字义偏差语意偏离译文作用小提交