Multi-agent deep reinforcement learning based Predictive Maintenance on parallel machines. - Marcelo Luis Ruiz Rodríguez; Sylvain Kubler; Andrea de Giorgio; Maxime Cordy; Jérémy Robert; Yves Le Traon (Robotics Comput. Integr. Manuf., 2022)

Dynamic maintenance scheduling approach under uncertainty: Comparison between reinforcement learning, genetic algorithm simheuristic, dispatching rules. - Marcelo Luis Ruiz Rodríguez; Sylvain Kubler; Jérémy Robert; Yves Le Traon (Expert Syst. Appl., 2024)

Evolutionary multi-objective multi-agent deep reinforcement learning for sustainable maintenance scheduling. - Marcelo Luis Ruiz Rodríguez; Sylvain Kubler; Jérémy Robert; Alexandre Voisin; Yves Le Traon (Eng. Appl. Artif. Intell., 2025)