Adaptive graph active learning with mutual information via policy learning

Yang Huang, Yueyang Pi, Yiqing Shi, Wenzhong Guo, Shiping Wang

Abstract: Highlights•Leverage the mutual information metric to guarantee diversity of the selected nodes.•Improve the interpretability of active learning.•Employ an active learning algorithm integrated with reinforcement learning.