Eric Aislan Antonelo

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 16

Top Topics

Echo State Networks

Imitation Learning

Dynamical Systems

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Jonas Ekeland Kittelsen, Eric Aislan Antonelo, Eduardo Camponogara, Lars Struen Imsland
Physics-Informed Neural Networks with Skip Connections for Modeling and Control of Gas-Lifted Oil Wells. CoRR (2024)
Jonas Ekeland Kittelsen, Eric Aislan Antonelo, Eduardo Camponogara, Lars Struen Imsland
Physics-Informed Neural Networks with skip connections for modeling and control of gas-lifted oil wells. Appl. Soft Comput. 158 (2024)
Eric Aislan Antonelo, Eduardo Camponogara, Laio Oriel Seman, Jean Panaioti Jordanou, Eduardo Rehbein de Souza, Jomi Fred Hübner
Physics-informed neural nets for control of dynamical systems. Neurocomputing 579 (2024)
Gustavo Claudio Karl Couto, Eric Aislan Antonelo
Hierarchical Generative Adversarial Imitation Learning with Mid-level Input Generation for Autonomous Driving on Urban Environments. CoRR (2023)
Jean Panaioti Jordanou, Eric Aislan Antonelo, Eduardo Camponogara, Eduardo Gildin
Investigation of proper orthogonal decomposition for echo state networks. Neurocomputing 548 (2023)
Jean Panaioti Jordanou, Eric Aislan Antonelo, Eduardo Camponogara
Echo State Networks for Practical Nonlinear Model Predictive Control of Unknown Dynamic Systems. IEEE Trans. Neural Networks Learn. Syst. 33 (6) (2022)
Jean Panaioti Jordanou, Eric Aislan Antonelo, Eduardo Camponogara, Eduardo Gildin
Investigation of Proper Orthogonal Decomposition for Echo State Networks. CoRR (2022)
Jean Panaioti Jordanou, Iver Osnes, Sondre B. Hernes, Eduardo Camponogara, Eric Aislan Antonelo, Lars Imsland
Nonlinear Model Predictive Control of Electrical Submersible Pumps based on Echo State Networks. Adv. Eng. Informatics 52 (2022)
Gustavo Claudio Karl Couto, Eric Aislan Antonelo
Generative Adversarial Imitation Learning for End-to-End Autonomous Driving on Urban Environments. SSCI (2021)
Gustavo Claudio Karl Couto, Eric Aislan Antonelo
Generative Adversarial Imitation Learning for End-to-End Autonomous Driving on Urban Environments. CoRR (2021)
Eric Aislan Antonelo, Eduardo Camponogara, Laio Oriel Seman, Eduardo Rehbein de Souza, Jean P. Jordanou, Jomi F. Hubner
Physics-Informed Neural Nets-based Control. CoRR (2021)
Jean P. Jordanou, Eric Aislan Antonelo, Eduardo Camponogara
Online learning control with Echo State Networks of an oil production platform. Eng. Appl. Artif. Intell. 85 (2019)
Eric Aislan Antonelo, Radu State
On importance weighting for electric fraud detection with dataset shifts. SMC (2019)
Eric Aislan Antonelo, Carlos Alberto Flesch, Filipe Schmitz
Reservoir computing for detection of steady state in performance tests of compressors. Neurocomputing 275 (2018)
Patrick O. Glauner, Angelo Migliosi, Jorge Augusto Meira, Eric Aislan Antonelo, Petko Valtchev, Radu State, Franck Bettinger
Is Big Data Sufficient for a Reliable Detection of Non-Technical Losses? CoRR (2017)
Eric Aislan Antonelo, Carlos Alberto Flesch, Filipe Schmitz
Reservoir Computing for Detection of Steady State in Performance Tests of Compressors. CoRR (2017)
Eric Aislan Antonelo, Eduardo Camponogara
An Echo State Network-Based Soft Sensor of Downhole Pressure for a Gas-Lift Oil Well. EANN (2015)
Eric Aislan Antonelo, Benjamin Schrauwen
On Learning Navigation Behaviors for Small Mobile Robots With Reservoir Computing Architectures. IEEE Trans. Neural Networks Learn. Syst. 26 (4) (2015)
Eric Aislan Antonelo, Benjamin Schrauwen, Dirk Stroobandt
Modeling multiple autonomous robot behaviors and behavior switching with a single reservoir computing network. SMC (2008)
Rodrigo Calvo, Maurício F. Figueiredo, Eric Aislan Antonelo
Evolutionary fuzzy system for architecture control in a constructive neural network. CIRA (2005)
Eric Aislan Antonelo, Maurício F. Figueiredo, Albert-Jan Baerveldt, Rodrigo Calvo
Intelligent autonomous navigation for mobile robots: spatial concept acquisition and object discrimination. CIRA (2005)