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Ioannis Kyriakopoulos

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#reinforcement learning Open access Sep 2026

An Offline approach for training Reinforcement-Learning Models for the 6G Cloud Edge Continuum

We demonstrate a system that replaces the default Kubernetes scheduler with an inference and topology-aware Reinforcement Learning policy. The system time-slices each GPU, consumes live Prometheus telemetry and places inference workloads across Far-Edge, Edge and Cloud tiers using an action masked agent (MaskablePPO, M...

Ioannis Kyriakopoulos, Kostas Ramantas, Christos V. Verikoukis · 0 citations

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