论文标题

AI中逻辑的三个现代角色

Three Modern Roles for Logic in AI

论文作者

Darwiche, Adnan

论文摘要

我们考虑了人工智能中逻辑的三个现代角色,这些角色基于可拖动布尔电路的理论:(1)逻辑作为计算的基础,(2)从数据和知识组合学习的逻辑,以及(3)关于机器学习系统行为的推理的逻辑。

We consider three modern roles for logic in artificial intelligence, which are based on the theory of tractable Boolean circuits: (1) logic as a basis for computation, (2) logic for learning from a combination of data and knowledge, and (3) logic for reasoning about the behavior of machine learning systems.

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