Wouter Caarls

About Wouter Caarls

Wouter Caarls, With an exceptional h-index of 18 and a recent h-index of 12 (since 2020), a distinguished researcher at Pontifícia Universidade Católica do Rio de Janeiro, specializes in the field of Reinforcement Learning, Robotics, Parallel Programming, Image Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Comparison of reinforcement learning techniques for controlling a CSTR process

DRQN to optimize viewpoint planning in underwater environments

All Action Updates for Reinforcement Learning with Costly Features

Optimized Fuzzy Logic Controller for a Bipedal Walking Robot

Crop Row Line Detection with Auxiliary Segmentation Task

Designing a Robust Low-Level Agnostic Controller for a Quadrotor with Actor-Critic Reinforcement Learning

Online Weighted Q-Ensembles for Reduced Hyperparameter Tuning in Reinforcement Learning

Intelligent Robust Control for Second-Order Non-Linear Systems with Smart Gain Tuning based on Reinforcement Learning

Wouter Caarls Information

University

Position

___

Citations(all)

826

Citations(since 2020)

372

Cited By

593

hIndex(all)

18

hIndex(since 2020)

12

i10Index(all)

24

i10Index(since 2020)

13

Email

University Profile Page

Google Scholar

Wouter Caarls Skills & Research Interests

Reinforcement Learning

Robotics

Parallel Programming

Image Processing

Top articles of Wouter Caarls

Title

Journal

Author(s)

Publication Date

Comparison of reinforcement learning techniques for controlling a CSTR process

Brazilian Journal of Chemical Engineering

Eric Monteiro L Luz

Wouter Caarls

2023/12/11

DRQN to optimize viewpoint planning in underwater environments

Evelyn CS Batista

Wouter Caarls

Leonardo A Mendoza

Marco Aurélio Pacheco

2023/10/29

All Action Updates for Reinforcement Learning with Costly Features

Gabriel Baruque

Wouter Caarls

2023/10/29

Optimized Fuzzy Logic Controller for a Bipedal Walking Robot

Luis C Parra Camacho

Wouter Caarls

2023/10/29

Crop Row Line Detection with Auxiliary Segmentation Task

Igor Ferreira da Costa

Wouter Caarls

2023/9/25

Designing a Robust Low-Level Agnostic Controller for a Quadrotor with Actor-Critic Reinforcement Learning

arXiv preprint arXiv:2210.02964

Guilherme Siqueira Eduardo

Wouter Caarls

2022/10/6

Online Weighted Q-Ensembles for Reduced Hyperparameter Tuning in Reinforcement Learning

arXiv preprint arXiv:2209.15078

Renata Garcia

Wouter Caarls

2022/9/29

Intelligent Robust Control for Second-Order Non-Linear Systems with Smart Gain Tuning based on Reinforcement Learning

Adalberto IS Oliveira

Antonio C Leite

Wouter Caarls

2022/7/18

Training an Agent to Find and Reach an Object in Different Environments using Visual Reinforcement Learning and Transfer Learning.

Evelyn Conceição Santos Batista

Wouter Caarls

Leonardo A Forero

Marco Aurélio Pacheco

2021

A History-based Framework for Online Continuous Action Ensembles in Deep Reinforcement Learning.

Renata Garcia Oliveira

Wouter Caarls

2021

Sistema de navegação autônoma para o robô agrícola soybot

Simpósio Brasileiro de Automação Inteligente-SBAI

Felipe F Martins

Thiago M Carvalho

Alimed Celecia

Adalberto IS Oliveira

Gustavo BP Barbosa

...

2021/10/20

Automatic visual estimation of tomato cluster maturity in plant rows

Machine Vision and Applications

Gabriel Lins Tenorio

Wouter Caarls

2021/7

Deep reinforcement learning for haptic shared control in unknown tasks

arXiv preprint arXiv:2101.06227

Franklin Cardenoso Fernandez

Wouter Caarls

2021/1/15

Comparing Action Aggregation Strategies in Deep Reinforcement Learning with Continuous Action

Congresso Brasileiro de Automática-CBA

Renata Garcia Oliveira

Wouter Caarls

2020/12/7

Weightless neural networks as memory segmented bloom filters

Neurocomputing

Leandro Santiago

Leticia Verona

Fabio Rangel

Fabricio Firmino

Daniel S Menasché

...

2020/11/27

Deep Reinforcement Learning with Embedded LQR Controllers

IFAC-PapersOnLine

Wouter Caarls

2020/1/1

See List of Professors in Wouter Caarls University(Pontifícia Universidade Católica do Rio de Janeiro)