Distributed Deep Reinforcement Learning with Wideband Sensing for Dynamic Spectrum Access. - Umuralp Kaytaz; Seyhan Ucar; Baris Akgün; Sinem Coleri (WCNC, 2020)

Index-Based Channel Hopping for Multi-Rendezvous Multi-Channel MAC. - Umuralp Kaytaz; Seyhan Ucar; Sinem Coleri (IEEE Commun. Lett., 2020)

Hierarchical Deep Reinforcement Learning based Dynamic RAN Slicing for 5G V2X. - Umuralp Kaytaz; Fikret Sivrikaya; Sahin Albayrak (GLOBECOM, 2021)

Competitive Learning for Unsupervised Anomaly Detection in Intelligent Transportation Systems. - Umuralp Kaytaz; Fikret Sivrikaya; Sahin Albayrak (ICC, 2022)

Online Monte Carlo Planning with QoS Subgoals for Data Caching in ITS MEC Networks. - Umuralp Kaytaz; Saba Ahmadian; Fabian Hofmann; Fikret Sivrikaya; Sahin Albayrak (COINS, 2023)

Graph Neural Network for Digital Twin-enabled Intelligent Transportation System Reliability. - Umuralp Kaytaz; Saba Ahmadian; Fikret Sivrikaya; Sahin Albayrak (COINS, 2023)

Multi-Policy Lazy RAN Slicing With Bayesian Optimization for Energy-Efficient B5G ITS. - Umuralp Kaytaz; Fikret Sivrikaya; Sahin Albayrak (IEEE Trans. Intell. Transp. Syst., 2025)