arXiv Open Access 2020

From Statistical Relational to Neuro-Symbolic Artificial Intelligence

Luc De Raedt Sebastijan Dumančić Robin Manhaeve Giuseppe Marra

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Abstrak

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.

Topik & Kata Kunci

cs.AI

Penulis (4)

Luc De Raedt

Sebastijan Dumančić

Robin Manhaeve

Giuseppe Marra

Format Sitasi

APA MLA BibTeX

Raedt, L.D., Dumančić, S., Manhaeve, R., Marra, G. (2020). From Statistical Relational to Neuro-Symbolic Artificial Intelligence. https://arxiv.org/abs/2003.08316

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Informasi Jurnal

Tahun Terbit: 2020
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓