This study introduces a novel three-tiered reinforcement learning (RL) framework, meticulously crafted for the purpose of optimal pathfinding and consensus tracking control within the realm of ...

In the network planning of software-defined optical networks (SDONs), the control plane design is of great importance because it directly affects the performance and reliability of network control and ...