AI Synergies


Robin Manhaeve

PhD student

DeepProbLog: Neural Probabilistic Logic Programming

I will talk about DeepProbLog,  which was previously published at NeurIPS 2018. DeepProbLog is an extension of Problog, a probabilistic logic programming language (PLP) that incorporates neural networks through the neural predicates. This neural predicate represents the relation between the input and output as defined by a neural network. I will demonstrate the capabilities of DeepProbLog in combined symbolic and subsymbolic  reasoning, program induction, and probabilistic logic programming.


I’m a PhD student in the DTAI research group at KU Leuven. My research is centered around neuro-symbolic integration, more specifaclly, in intergrating neural networks into probabilistic logic programming.


Gamay Room
Research presentations ML
Day 2 - Nov 7th

Brewery of Ideas

AI Synergies is organized by VUB/ULB, BNVKI and Brewery of Ideas.

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