Federated reinforcement learning acceleration method for precise control of multiple devices

HK Lim, JB Kim, I Ullah, JS Heo, YH Han - IEEE Access, 2021 - ieeexplore.ieee.org
Nowadays, Reinforcement Learning (RL) is applied to various real-world tasks and attracts
much attention in the fields of games, robotics, and autonomous driving. It is very …

Managing Large Iot Network Using SDN And Hierarchical Tree Topology

S Vijay, M Banga - Educational Administration: Theory and Practice, 2024 - kuey.net
The study covers the potential of managing large Internet of Things (IoT) networks, such as
Smart City network using the Software-Defined Networking (SDN) approach. A hierarchical …

Grasp Control Method for Robotic Manipulator Based on Federated Reinforcement Learning

Y Wang, S Zhong, T Yuan - 2024 7th International Conference …, 2024 - ieeexplore.ieee.org
With development of mobile edge computing (MEC) and the Artificial Intelligent Internet of
Things (AIoT), how to use intelligent devices to better apply to industrial scenarios has …