23 citations · 23 across the 3 of their papers we have counts for
3 papers
Neurosymbolic Decision Trees
Matthias Möller, Arvid Norlander, Pedro Zuidberg Dos Martires +1
Neurosymbolic (NeSy) AI studies the integration of neural networks (NNs) and symbolic reasoning based on logic. Usually, NeSy techniques focus on learning the neural, probabilistic…
On the Hardness of Probabilistic Neurosymbolic Learning
Jaron Maene, Vincent Derkinderen, Luc De Raedt
The limitations of purely neural learning have sparked an interest in probabilistic neurosymbolic models, which combine neural networks with probabilistic logical reasoning. As the…
Semantic Relational Object Tracking
Andreas Persson, Pedro Zuidberg Dos Martires, Amy Loutfi +1
This paper addresses the topic of semantic world modeling by conjoining probabilistic reasoning and object anchoring. The proposed approach uses a so-called bottom-up object anchor…