STDPG: A Spatio-Temporal Deterministic Policy Gradient Agent for Dynamic Routing in SDN

Dynamic routing in software-defined networking (SDN) can be viewed as a centralized decision-making problem. Most of the existing deep reinforcement learning (DRL) agents can address it, thanks to the deep neural network (DNN)incorporated... (read more)

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METHOD TYPE
Prioritized Experience Replay
Replay Memory
Experience Replay
Replay Memory
Memory Network
Working Memory Models