André Luiz Carvalho Ottoni

Reinforcement learning for the traveling salesman problem with refueling

André Luiz Carvalho Ottoni, Erivelton G. Nepomuceno, Marcos Santos de Oliveira et al. · Complex & Intelligent Systems · 2021 · 59 citations · Full text

Artificial Intelligence, Mathematical Programming, Vehicle Routing +14

Tuning of data augmentation hyperparameters in deep learning to building construction image classification with small datasets

André Luiz Carvalho Ottoni, Raphael M. de Amorim, Marcela S. Novo et al. · International Journal of Machine Learning and Cybernetics · 2022 · 54 citations · Full text

Data Augmentation, Convolutional Neural Network, Machine Vision +9

Tuning of reinforcement learning parameters applied to SOP using the Scott–Knott method

André Luiz Carvalho Ottoni, Erivelton G. Nepomuceno, Marcos Santos de Oliveira et al. · Soft Computing · 2019 · 35 citations

Sequential Decision Making, Scott–knott Method, Learning Control +1

A Response Surface Model Approach to Parameter Estimation of Reinforcement Learning for the Travelling Salesman Problem

André Luiz Carvalho Ottoni, Erivelton G. Nepomuceno, Marcos Santos de Oliveira · Journal of Control Automation and Electrical Systems · 2018 · 21 citations

Artificial Intelligence, Mathematical Programming, Parameter Estimation +13

Automated hyperparameter tuning for crack image classification with deep learning

André Luiz Carvalho Ottoni, A. M. Felippe de Souza, Marcela S. Novo · Soft Computing · 2023 · 21 citations

Image Classification, Hyperparameter Estimation, Image Analysis +10