IJCAI 2020poster0 citations
From Statistical Relational to Neuro-Symbolic Artificial Intelligence
Luc de Raedt, Sebastijan Dumančić, Robin Manhaeve, Giuseppe Marra
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.
Knowledge Representation and Reasoning: general
BibTeX
@inproceedings{ijcai2020p688,
title = {From Statistical Relational to Neuro-Symbolic Artificial Intelligence},
author = {Raedt, Luc de and Dumančić, Sebastijan and Manhaeve, Robin and Marra, Giuseppe},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI-20}},
publisher = {International Joint Conferences on Artificial Intelligence Organization},
editor = {Christian Bessiere},
pages = {4943--4950},
year = {2020},
month = {7},
note = {Survey track},
doi = {10.24963/ijcai.2020/688},
url = {https://doi.org/10.24963/ijcai.2020/688},
}