The idea of an intelligent and independent learning machine has fascinated humans for decades, today several factors have come together to make machine learning a reality. In this context of artificial intelligence, deep ...

As técnicas de Aprendizado Profundo (do inglês, Deep Learning) mais especificamente, aquelas baseadas em Redes Neurais Convolucionais (CNN) têm alcançado resultados surpreendentes em diferentes áreas do conhecimento (e.g., ...

Image processing is an area that has received considerable attention as a result of the evo- lution of digital computing technology. One of the main techniques of image processing concerns its restoration, which consists ...

The study and the usage of robots to assist humanity has been studied deeply since the past century. One of the main researches is to perform the robot motion autonomously, safely and efficiently, in such a way that they ...

Presents the development of a chatbot focused on the UFRN academic community using deep learning, for the purpose of helping students and employees making consultations and answering questions faster and at any given time. ...

The work presented in this text consists of a study on deep reinforcement learning applied to mapless navigation of drones in three dimensions. For this, two methods were used, D4PG and DSAC, both with parallelization ...