论文标题

从统计关系到神经符号的人工智能

From Statistical Relational to Neuro-Symbolic Artificial Intelligence

论文作者

De Raedt, Luc, Dumančić, Sebastijan, Manhaeve, Robin, Marra, Giuseppe

论文摘要

神经符号和统计关系人工智能都将学习框架与逻辑推理整合在一起。该调查确定了这两个字段之间七个不同维度的几个相似之处。这些不仅可以用来表征和定位神经符号的人工智能方法,而且还用于确定许多方向以进行进一步研究。

Neuro-symbolic and statistical relational artificial intelligence both integrate frameworks for learning with logical reasoning. This survey identifies several parallels across seven different dimensions between these two fields. These cannot only be used to characterize and position neuro-symbolic artificial intelligence approaches but also to identify a number of directions for further research.

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