Clustering algorithm for internet of vehicles (IoV) based on dragonfly optimizer (CAVDO). - Farhan Aadil; Waleed Ahsan; Zahoor-Ur Rehman; Peer Azmat Shah; Seungmin Rho; Irfan Mehmood (J. Supercomput., 2018)

Reinforcement Learning for User Clustering in NOMA-Enabled Uplink IoT. - Waleed Ahsan; Wenqiang Yi; Yuanwei Liu; Zhijin Qin; Arumugam Nallanathan (ICC Workshops, 2020)

Reliable Reinforcement Learning Based NOMA Schemes for URLLC. - Waleed Ahsan; Wenqiang Yi; Yuanwei Liu; Arumugam Nallanathan (GLOBECOM, 2021)

Resource Allocation in Uplink NOMA-IoT Networks: A Reinforcement-Learning Approach. - Waleed Ahsan; Wenqiang Yi; Zhijin Qin; Yuanwei Liu; Arumugam Nallanathan (IEEE Trans. Wirel. Commun., 2021)

An efficient Actor Critic DRL Framework for Resource Allocation in Multi-cell Downlink NOMA. - Abdullah Alajmi; Waleed Ahsan (EuCNC, 2022)

Soft Actor Critic Framework for Resource Allocation in Backscatter-NOMA Networks. - Abdullah Alajmi; Muhammad Fayaz; Waleed Ahsan; Arumugam Nallanathan (LATINCOM, 2022)

A Reliable Reinforcement Learning for Resource Allocation in Uplink NOMA-URLLC Networks. - Waleed Ahsan; Wenqiang Yi; Yuanwei Liu; Arumugam Nallanathan (IEEE Trans. Wirel. Commun., 2022)

Semi-Centralized Optimization for Energy Efficiency in IoT Networks With NOMA. - Abdullah Alajmi; Muhammad Fayaz; Waleed Ahsan; Arumugam Nallanathan (IEEE Wirel. Commun. Lett., 2023)

Intelligent Resource Allocation in Backscatter-NOMA Networks: A Soft Actor Critic Framework. - Abdullah Alajmi; Waleed Ahsan; Muhammad Fayaz; Arumugam Nallanathan (IEEE Trans. Veh. Technol., 2023)

Reinforcement Learning Based Age of Information Minimization for Downlink NOMA Systems. - Waleed Ahsan; Anees Ahsan; Faiqa Bibi (GLOBECOM, 2024)