Age-Based Scheduling for Mobile Edge Computing: A Deep Reinforcement Learning Approach

1 code implementation • 1 Dec 2023 • Xingqiu He, Chaoqun You, Tony Q. S. Quek

In the traditional definition of AoI, it is assumed that the status information can be actively sampled and directly used.

Edge-computing Reinforcement Learning (RL) +1

DARTS+: Improved Differentiable Architecture Search with Early Stopping

no code implementations • 13 Sep 2019 • Hanwen Liang, Shifeng Zhang, Jiacheng Sun, Xingqiu He, Weiran Huang, Kechen Zhuang, Zhenguo Li

Therefore, we propose a simple and effective algorithm, named "DARTS+", to avoid the collapse and improve the original DARTS, by "early stopping" the search procedure when meeting a certain criterion.