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MADRL-Based Rate Adaptation for 360$\degree$ Video Streaming with Multi-Viewpoint Prediction
The proposed method models viewpoint prediction as a classification problem and uses attention mechanisms to capture the spatial and temporal characteristics of input video frames and viewpoint trajectories for multi-viewpoint prediction.
Human-Centric Resource Allocation for the Metaverse With Multiaccess Edge Computing
Each agent learns the interplay between agents by graph convolutional networks with self-attention mechanism to further determine the resource usage for one user in the metaverse.
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