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IEEE5d
Optimal and Efficient Graph-Based Resource Allocation Algorithms for Multiservice Frame-Based OFDMA Networks - IEEE Xplore
This paper addresses the resource allocation problem in Orthogonal Frequency Division Multiple Access (OFDMA)-based wireless networks. The resource allocation problem is posed as an optimization ...
IEEE5d
Graph Attention Network Enhanced Deep Reinforcement Learning Framework for Routing, Modulation, and Spectrum Allocation in EONs - IEEE Xplore
We propose a graph attention network (GAT) en-hanced deep reinforcement learning framework for routing, modulation and spectrum allocation (RMSA) in elastic optical networks. GAT is able to learn the ...