Eric Aislan Antonelo

30 papers B 2C 1Journal 22Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
An Initial Study of Bird's-Eye View Generation for Autonomous Vehicles using Cross-View Transformers.
CoRR
Felipe Carlos dos Santos, Eric Aislan Antonelo, Gustavo Claudio Karl Couto
2025 J jnl
Exploring multimodal implicit behavior learning for vehicle navigation in simulated cities.
CoRR
Eric Aislan Antonelo, Gustavo Claudio Karl Couto, Christian Möller
2025 J jnl
Hierarchical Generative Adversarial Imitation Learning With Mid-Level Input Generation for Autonomous Driving on Urban Environments.
IEEE Trans. Intell. Veh.
Gustavo Claudio Karl Couto, Eric Aislan Antonelo
2025 J jnl
Physics-Informed Neural Networks for Control of Single-Phase Flow Systems Governed by Partial Differential Equations.
CoRR
Luis Kin Miyatake, Eduardo Camponogara, Eric Aislan Antonelo, Alexey Pavlov
2025 J jnl
Physics-Informed Neural Networks for Control of single-phase flow systems governed by partial differential equations.
Eng. Appl. Artif. Intell.
Luis Kin Miyatake, Eduardo Camponogara, Eric Aislan Antonelo, Alexey Pavlov
2025 J jnl
Physics-informed Echo State Networks for modeling controllable dynamical systems.
Neurocomputing
Eric Mochiutti, Eric Aislan Antonelo, Eduardo Camponogara
2024 — conf
Investigating Behavior Cloning from Few Demonstrations for Autonomous Driving Based on Bird's-Eye View in Simulated Cities.
BRACIS (2)
Eric Aislan Antonelo, Gustavo Claudio Karl Couto, Christian Möller, Pedro Henrique Fernandes
2024 J jnl
Physics-Informed Echo State Networks for Modeling Controllable Dynamical Systems.
CoRR
Eric Mochiutti, Eric Aislan Antonelo, Eduardo Camponogara
2024 J jnl
Physics-Informed Neural Networks with Skip Connections for Modeling and Control of Gas-Lifted Oil Wells.
CoRR
Jonas Ekeland Kittelsen, Eric Aislan Antonelo, Eduardo Camponogara, Lars Struen Imsland
2024 J jnl
Physics-Informed Neural Networks with skip connections for modeling and control of gas-lifted oil wells.
Appl. Soft Comput.
Jonas Ekeland Kittelsen, Eric Aislan Antonelo, Eduardo Camponogara, Lars Struen Imsland
2024 J jnl
Physics-informed neural nets for control of dynamical systems.
Neurocomputing
Eric Aislan Antonelo, Eduardo Camponogara, Laio Oriel Seman, Jean Panaioti Jordanou, Eduardo Rehbein de Souza, Jomi Fred Hübner
2023 J jnl
Hierarchical Generative Adversarial Imitation Learning with Mid-level Input Generation for Autonomous Driving on Urban Environments.
CoRR
Gustavo Claudio Karl Couto, Eric Aislan Antonelo
2023 J jnl
Investigation of proper orthogonal decomposition for echo state networks.
Neurocomputing
Jean Panaioti Jordanou, Eric Aislan Antonelo, Eduardo Camponogara, Eduardo Gildin
2022 J jnl
Echo State Networks for Practical Nonlinear Model Predictive Control of Unknown Dynamic Systems.
IEEE Trans. Neural Networks Learn. Syst.
Jean Panaioti Jordanou, Eric Aislan Antonelo, Eduardo Camponogara
2022 J jnl
Investigation of Proper Orthogonal Decomposition for Echo State Networks.
CoRR
Jean Panaioti Jordanou, Eric Aislan Antonelo, Eduardo Camponogara, Eduardo Gildin
2022 J jnl
Nonlinear Model Predictive Control of Electrical Submersible Pumps based on Echo State Networks.
Adv. Eng. Informatics
Jean Panaioti Jordanou, Iver Osnes, Sondre B. Hernes, Eduardo Camponogara, Eric Aislan Antonelo, Lars Imsland
2021 — conf
Generative Adversarial Imitation Learning for End-to-End Autonomous Driving on Urban Environments.
SSCI
Gustavo Claudio Karl Couto, Eric Aislan Antonelo
2021 J jnl
Generative Adversarial Imitation Learning for End-to-End Autonomous Driving on Urban Environments.
CoRR
Gustavo Claudio Karl Couto, Eric Aislan Antonelo
2021 J jnl
Physics-Informed Neural Nets-based Control.
CoRR
Eric Aislan Antonelo, Eduardo Camponogara, Laio Oriel Seman, Eduardo Rehbein de Souza, Jean Panaioti Jordanou, Jomi F. Hübner
2019 B conf
On importance weighting for electric fraud detection with dataset shifts.
SMC
Eric Aislan Antonelo, Radu State
2019 J jnl
Online learning control with Echo State Networks of an oil production platform.
Eng. Appl. Artif. Intell.
Jean Panaioti Jordanou, Eric Aislan Antonelo, Eduardo Camponogara
2018 J jnl
Reservoir computing for detection of steady state in performance tests of compressors.
Neurocomputing
Eric Aislan Antonelo, Carlos Alberto Flesch, Filipe Schmitz
2017 J jnl
Is Big Data Sufficient for a Reliable Detection of Non-Technical Losses?
CoRR
Patrick O. Glauner, Angelo Migliosi, Jorge Augusto Meira, Eric Aislan Antonelo, Petko Valtchev, Radu State, Franck Bettinger
2017 J jnl
Reservoir Computing for Detection of Steady State in Performance Tests of Compressors.
CoRR
Eric Aislan Antonelo, Carlos Alberto Flesch, Filipe Schmitz
2015 C conf
An Echo State Network-Based Soft Sensor of Downhole Pressure for a Gas-Lift Oil Well.
EANN
Eric Aislan Antonelo, Eduardo Camponogara
2015 J jnl
On Learning Navigation Behaviors for Small Mobile Robots With Reservoir Computing Architectures.
IEEE Trans. Neural Networks Learn. Syst.
Eric Aislan Antonelo, Benjamin Schrauwen
2011 — —
Reservoir Computing Architectures for Modeling Robot Navigation Systems.
Eric Aislan Antonelo
2008 B conf
Modeling multiple autonomous robot behaviors and behavior switching with a single reservoir computing network.
SMC
Eric Aislan Antonelo, Benjamin Schrauwen, Dirk Stroobandt
2005 — conf
Evolutionary fuzzy system for architecture control in a constructive neural network.
CIRA
Rodrigo Calvo, Maurício F. Figueiredo, Eric Aislan Antonelo
2005 — conf
Intelligent autonomous navigation for mobile robots: spatial concept acquisition and object discrimination.
CIRA
Eric Aislan Antonelo, Maurício F. Figueiredo, Albert-Jan Baerveldt, Rodrigo Calvo