Tao Zheng, Yufeng Yang, Xianliang Teng, Jian Geng, Yulong Jin, Zhicheng Zhou. "Multi-layer collaborative control method for user-side resources based on deep deterministic policy gradient algorithm." Scientific Reports (2026). https://doi.org/10.1038/s41598-026-63158-y