Dongfang Xu

A Differentiable Optimization Enhanced Actor-Critic Framework for Resource Allocation in Spectrum Sharing UAV Networks

Spectrum sharing is promising to alleviate the spectrum scarcity problem of the unmanned aerial vehicle (UAV) networks. Resource allocation is also of crucial importance to improve the spectrum efficiency and network performance. However, the resource allocation problems are typically NPhard when the number of the opti...