In this paper, we develop a novel decentralized resource allocation mechanism for vehicle-to-vehicle (V2V) communications based on deep reinforcement learning, which can be applied to both unicast and ...

The interference graph, depicting the intra- and inter-cell interference channel gains, is indispensable for resource allocation in multi-cell networks. However, there lacks viable methods of ...

The operation requires real memory allocation that conflicts with Dynamo's fake tensor system, preventing compilation of models using this popular graph operation. import torch import torch . nn as nn ...