From Statistical Relational to Neuro-Symbolic Artificial Intelligence

Luc De Raedt, Sebastijan Dumancic, Robin Manhaeve, Giuseppe Marra

IJCAI 2020 pp. 4943-4950

doi:10.24963/IJCAI.2020/688 /ijcai/2020/raedt2020ijcai-statistical/

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.

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Text

De Raedt et al. "From Statistical Relational to Neuro-Symbolic Artificial Intelligence." International Joint Conference on Artificial Intelligence, 2020. doi:10.24963/IJCAI.2020/688

Markdown

[De Raedt et al. "From Statistical Relational to Neuro-Symbolic Artificial Intelligence." International Joint Conference on Artificial Intelligence, 2020.](https://mlanthology.org/ijcai/2020/raedt2020ijcai-statistical/) doi:10.24963/IJCAI.2020/688

BibTeX

@inproceedings{raedt2020ijcai-statistical,
  title     = {{From Statistical Relational to Neuro-Symbolic Artificial Intelligence}},
  author    = {De Raedt, Luc and Dumancic, Sebastijan and Manhaeve, Robin and Marra, Giuseppe},
  booktitle = {International Joint Conference on Artificial Intelligence},
  year      = {2020},
  pages     = {4943-4950},
  doi       = {10.24963/IJCAI.2020/688},
  url       = {https://mlanthology.org/ijcai/2020/raedt2020ijcai-statistical/}
}