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Opportunistic Routing in Wireless Communications via Learnable State-Augmented Policies

  • This paper proposes a State-Augmentation (SA) based distributed optimization approach for packet-based information routing in wireless communication networks.
  • The approach leverages Graph Neural Networks (GNNs) to extract routing policies based on network node connections.
  • Numerical experiments show that the proposed method outperforms baseline algorithms and is effective in real-world network topologies.
  • The method enables opportunistic routing, improving the handling of information by source nodes in the network.

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