Replicated Q-learning based sub-band selection for wideband spectrum sensing in cognitive radios. - Mohamed A. Aref; Stephen Machuzak; Sudharman K. Jayaweera; Steven A. Lane (ICCC, 2016)

A cognitive anti-jamming and interference-avoidance stochastic game. - Mohamed A. Aref; Sudharman K. Jayaweera (IEEE ICCI*CC, 2017)

Multi-Agent Reinforcement Learning Based Cognitive Anti-Jamming. - Mohamed A. Aref; Sudharman K. Jayaweera; Stephen Machuzak (WCNC, 2017)

Classification of Radar and Communications Signals Using Wideband Autonomous Cognitive Radios. - Mohamed A. Aref; Sudharman K. Jayaweera (GLOBECOM, 2018)

Cognitive Engine Design for Spectrum Situational Awareness and Signals Intelligence. - Sudharman K. Jayaweera; Mohamed A. Aref (WPMC, 2018)

Jamming-Resilient Wideband Cognitive Radios with Multi-Agent Reinforcement Learning. - Mohamed A. Aref; Sudharman K. Jayaweera (Int. J. Softw. Sci. Comput. Intell., 2018)

Spectrum-Agile Cognitive Interference Avoidance Through Deep Reinforcement Learning. - Mohamed A. Aref; Sudharman K. Jayaweera (CrownCom, 2019)

Multi-task Deep Reinforcement Learning for Cognitive Spectrum-agile Communications. - Mohamed A. Aref; Sudharman K. Jayaweera (ICIIS, 2019)

Deep Learning-aided Successive Interference Cancellation for MIMO-NOMA. - Mohamed A. Aref; Sudharman K. Jayaweera (GLOBECOM, 2020)

Survey on cognitive anti-jamming communications. - Mohamed A. Aref; Sudharman K. Jayaweera; Esteban Yepez (IET Commun., 2020)

Spectrum-Agile Cognitive Radios Using Multi-Task Transfer Deep Reinforcement Learning. - Mohamed A. Aref; Sudharman K. Jayaweera (IEEE Trans. Wirel. Commun., 2021)