no code implementations • 5 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.
no code implementations • 29 Feb 2020 • Luis C. Lamb, Artur Garcez, Marco Gori, Marcelo Prates, Pedro Avelar, Moshe Vardi
Neural-symbolic computing has now become the subject of interest of both academic and industry research laboratories.
1 code implementation • 26 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).
2 code implementations • 11 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.
no code implementations • 8 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.