Pavel Mach

Generalized Coordinated Learning for Radio Resource Management in Dense D2D Networks

Dense device-to-device (D2D) communication networks with a huge number of directly communicating devices necessitate an efficient radio resource management to maximize network performance. To this end, we first propose a novel intelligent channel reuse based on deep deterministic policy gradient (DDPG) to maximize effi...