Search Results for author: Kelvin Lopes Dias

Found 1 papers, 0 papers with code

DQN-AF: Deep Q-Network based Adaptive Forwarding Strategy for Named Data Networking

no code implementations19 Oct 2020 Ygor Amaral B. L. de Sena, Kelvin Lopes Dias, Cleber Zanchettin

This paper proposes an adaptive forwarding strategy based on deep reinforcement learning with Deep Q-Network, which analyzes the NDN router interface metrics without creating signaling overhead or harming the design principles from the NDN architecture, besides showing significant performance gains compared to the standard strategies.

Networking and Internet Architecture

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