AI Bibliography
AI Bibliography |
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De Raedt, L., Dumanvci'c, S., Manhaeve, R., & Marra, G. (2020). From statistical relational to neuro-symbolic artificial intelligence. arXiv preprint arXiv:2003.08316. |
| Resource type: Journal Article BibTeX citation key: DeRaedt2020 View all bibliographic details  |
Categories: Artificial Intelligence, Biological Science, Cognitive Science, Complexity Science, Computer Science, Data Sciences, Decision Theory, General, Neuroscience Subcategories: Decision making, Edge AI, Machine intelligence, Machine learning, Machine recognition, Neural nets, Neurosymbolic, Systems theory Creators: De Raedt, Dumanvci'c, Manhaeve, Marra Publisher: Collection: arXiv preprint arXiv:2003.08316 |
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| Abstract |
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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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