Multi-agent DRL solves a Dec-POMDP for joint QoS and energy optimization in a RIS-enabled Open-RAN TN/NTN 6G network, reporting up to 75% data rate gains in simulations.
AoI-Aware Intelligent Platform for Energy and Rate Management in Multi-UA V Multi-RIS System,
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Multi-Agent DRL for QoS and Energy Optimization in RIS-Enabled Open-RAN Industrial 6G TN/NTN Networks
Multi-agent DRL solves a Dec-POMDP for joint QoS and energy optimization in a RIS-enabled Open-RAN TN/NTN 6G network, reporting up to 75% data rate gains in simulations.