A NOMA-Based Q-Learning Random Access Method for Machine Type Communications. - Matheus Valente da Silva; Richard Demo Souza; Hirley Alves; Taufik Abrão (IEEE Wirel. Commun. Lett., 2020)

D2D Assisted Q-Learning Random Access for NOMA-Based MTC Networks. - Matheus Valente da Silva; Samuel Montejo Sanchez; Richard Demo Souza; Hirley Alves; Taufik Abrão (IEEE Access, 2022)

Distributed Learning Methodologies for Massive Machine Type Communication. - Matheus Valente da Silva; Eslam Eldeeb; Mohammad Shehab; Hirley Alves; Richard Demo Souza (IEEE Internet Things Mag., 2025)