Search Results for author: Marcelo Prates

Found 5 papers, 2 papers with code

Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases

no code implementations5 May 2020 Henrique Lemos, Pedro Avelar, Marcelo Prates, Luís Lamb, Artur Garcez

The recent developments and growing interest in neural-symbolic models has shown that hybrid approaches can offer richer models for Artificial Intelligence.

Knowledge Graphs Link Prediction +2

Think Again Networks and the Delta Loss

1 code implementation26 Apr 2019 Alexandre Salle, Marcelo Prates

This short paper introduces an abstraction called Think Again Networks (ThinkNet) which can be applied to any state-dependent function (such as a recurrent neural network).

Language Modelling

Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems

2 code implementations11 Mar 2019 Henrique Lemos, Marcelo Prates, Pedro Avelar, Luis Lamb

Our results thus contribute to the standing challenge of integrating robust learning and symbolic reasoning in Deep Learning systems.

Neural Networks Models for Analyzing Magic: the Gathering Cards

no code implementations8 Oct 2018 Felipe Zilio, Marcelo Prates, Luis Lamb

Historically, games of all kinds have often been the subject of study in scientific works of Computer Science, including the field of machine learning.

BIG-bench Machine Learning Card Games +1

Cannot find the paper you are looking for? You can Submit a new open access paper.