arxivcs.MAcs.LGcs.NI2026-07-20
PRIME: Plasticity Recovery in Multi-Agent Environments for UAV-Assisted Emergency Communication Networks
Wen Qiu, Zhiqiang He, Wei Zhao, Hiroshi Masui
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's internal state unexamined. We show that sustained non-stationarity damages this internal state dir…