SafeScale-MATD3 is a two-timescale AoI scheduler with drift-plus-penalty safety enforcement and proactive handover that meets a 1% collision-alert violation budget in LEO satellite scenarios while cutting critical AoI by 35%.
Aoi-aware resource allocation for platoon-based c-v2x networks via multi-agent multi-task reinforcement learning
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Safety-Aware AoI Scheduling for LEO Satellite-Assisted Autonomous Driving
SafeScale-MATD3 is a two-timescale AoI scheduler with drift-plus-penalty safety enforcement and proactive handover that meets a 1% collision-alert violation budget in LEO satellite scenarios while cutting critical AoI by 35%.