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20242026
most citedTowards Dynamic Resource Allocation and Client Scheduling in Hierarchical Federated Learning: A Two-Phase Deep Reinforcement Learning Approach

1 citations · 1 across the 5 of their papers we have counts for

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cs.AI2026

Agentic AI for Bilevel Long-Term Optimization of Policy-Driven Physical Layer Systems

Bingnan Xiao, Chenhao Yang, Wei Ni +2

Network operators' changing policies, service requirements, and stringent real-time constraints render existing methods designed with fixed objectives and constraints ineffective.…