[Tutorial] From Statistical Relational to Neural Symbolic Artificial Intelligence

AAAI 2021

[Tutorial] From Statistical Relational to Neural Symbolic Artificial Intelligence

Feb 05, 2021
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Abstract: 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. Authors: Luc De Raedt, Sebastijan Dumančić, Robin Manhaeve, Giuseppe Marra (KU Leuven)

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