Online scheduling of image satellites based on neural networks and deep reinforcement learning

• 作 者: Haijiao WANG Zhen YANG Wugen ZHOU Dalin LI
• 机 构: University of Chinese Academy of Sciences, Chinese Academy of Sciences, Beijing 100190, China“,”Nati
• 出 处: Chinese Journal of Aeronautics
• 发表日期: 2019年04期
• 关键词: Deep reinforcement learning Dynamic scheduling Image satellites Neural network O

In the ‘‘Internet Plus" era, space-based information services require effective and fast image satellite scheduling. Most existing studies consider image satellite scheduling to be an optimization problem to solve with searching algorithms in a batch-w