Khoi Khac Nguyen

Reconfigurable intelligent surface and UAV-assisted communications: a deep reinforcement learning approach

This thesis proposes novel methods based on the deep reinforcement learning algorithms (DRL) for maximising the energy efficiency (EE), sum-rate in reconfigurable intelligent surface (RIS) and unmanned aerieal vehicles (UAV)-aided wireless communications. The thesis carries out comprehensive optimization and evaluation...