MACU: a multi-agent cache updating framework for IIoT networks

• Main Authors: Maiti, Ritabrata, Madhukumar, A. S., Tan, Ernest Zheng Hui
• 其他作者: College of Computing and Data Science
• 格式: Article
• 語言: English
• 出版: 2025
• 主題: Computer and Information Science; Age of information; Deep reinforcement learning; Multi-agent deep reinforcement learning; Internet of things
• 在線閱讀: https://hdl.handle.net/10356/183055
• 機構: Nanyang Technological University

An important role played by industrial Internet of Things (IIoT) networks is supporting the operations of autonomous mobile robots (AMR) by leveraging multiple-access edge caching servers. At the same time, judicious content caching strategies are essential for minimizing content retrieval delays an...