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Chapter 3. Logic Meets Learning: From Aristotle to Neural Networks
Vaishak Belle
78 - 102
10.3233/FAIA210350
Research Article
Frontiers in Artificial Intelligence and Applications
Volume 342: Neuro-Symbolic Artificial Intelligence: The State of the Art
Abstract

The tension between deduction and induction is perhaps the most fundamental issue in areas such as philosophy, cognition and artificial intelligence. In this chapter, we survey work that provides evidence for the long-standing and deep connections between logic and learning. After a brief historical prelude, our narrative is then structured in terms of three strands of interaction: logic versus learning, machine learning for logic, and logic for machine learning, but with ample overlap.

$35.00 / €27.50 / £22.00
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