The paper “A Preliminary Study on Reinforcement Learning and Genetic Algorithm for Job Scheduling” has been accepted for publication and presentation at the Brazilian Symposium on Operational Research (SBPO) 2025. The study was authored by student Bernardo Gallo (UFF) and professors Lúcia Drummond (UFF) and José Viterbo (UFF). The conference will take place in Gramado, Rio Grande do Sul, Brazil, from October 5 to 9, 2025.