A History-based Framework for Online Continuous Action Ensembles in Deep Reinforcement Learning. - Renata Garcia Oliveira; Wouter Caarls (ICAART (2), 2021)

Smart Oil Field Management System Using Evolutionary Intelligence. - Renata Garcia Oliveira; Luciana Faletti Almeida; Juan G. Lazo Lazo; Aline Gesualdi Manhães; Milena Faria Pinto (IEEE Access, 2023)

Online weighted Q-ensembles for reduced hyperparameter tuning in reinforcement learning. - Renata Garcia Oliveira; Wouter Caarls (Soft Comput., 2024)