DHRL-FNMR: An Intelligent Multicast Routing Approach Based on Deep Hierarchical Reinforcement Learning in SDN

1 code implementation • 30 May 2023 • Miao Ye, Chenwei Zhao, Xingsi Xue, Jinqiang Li, Hongwen Hu, Yejin Yang, Qiuxiang Jiang

Although existing SDN intelligent solution methods, which are based on deep reinforcement learning, can dynamically adapt to complex network link state changes, these methods are plagued by problems such as redundant branches, large action space, and slow agent convergence.

Combinatorial Optimization Hierarchical Reinforcement Learning +1