3 papers
cs.MA2026
PRIME: Plasticity Recovery in Multi-Agent Environments for UAV-Assisted Emergency Communication Networks
Wen Qiu, Zhiqiang He, Wei Zhao +1
Most reinforcement learning controllers for these networks assume stationary conditions, and the few that handle change react to the external environment while leaving the network'…
cs.MA2026
Plasticity-Enhanced Multi-Agent Mixture of Experts for Dynamic Objective Adaptation in UAVs-Assisted Emergency Communication Networks
Wen Qiu, Zhiqiang He, Wei Zhao +1
Unmanned aerial vehicles serving as aerial base stations can rapidly restore connectivity after disasters, yet abrupt changes in user mobility and traffic demands shift the quality…
cs.NI2021
An Online Orchestration Mechanism for General-Purpose Edge Computing
Xun Shao, Go Hasegawa, Mianxiong Dong +3
In recent years, the fast development of mobile communications and cloud systems has substantially promoted edge computing. By pushing server resources to the edge, mobile service…