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
1 code implementation • 12 May 2023 • Jinqiang Li, Miao Ye, Linqiang Huang, Xiaofang Deng, Hongbing Qiu, Yong Wang
Second, a DRL-based data forwarding mechanism is designed in the knowledge plane.