A hierarchical cooperative MARL framework with three-phase curriculum training improves cell throughput over proportional-fair scheduling in simulated 5G PRB and power allocation while preserving most fairness.
Rate control for communication networks: Shadow prices, proportional fairness and stability,
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Hierarchical Cooperative MARL for Joint Downlink PRB and Power Allocation in a 5G System
A hierarchical cooperative MARL framework with three-phase curriculum training improves cell throughput over proportional-fair scheduling in simulated 5G PRB and power allocation while preserving most fairness.