A GNN-augmented PPO agent that allocates D2D transmit power from channel and queue information reduces average packet delay in simulation and transfers to unseen network sizes.
Multiple access integrated adaptive finite blocklength for ultra-low delay in 6G wireless networks,
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Power Allocation for Delay Optimization in Device-to-Device Networks: A Graph Reinforcement Learning Approach
A GNN-augmented PPO agent that allocates D2D transmit power from channel and queue information reduces average packet delay in simulation and transfers to unseen network sizes.