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V. Avgerinos

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#reinforcement learning Open access Oct 2026

Coordinated Offloading Cooperative Multi-Agent Reinforcement Learning for the Edge–Cloud Continuum

The increasing demand for intelligent, low-latency services in edge–cloud continuum systems poses new challenges for dynamic and efficient task offloading. We propose a Multi Agent Reinforcement Learning (MARL) framework for dis tributed task offloading under partial observability, where each device offloads only a por...

Muhammad Rafid, Golshan Famitafreshi, V. Avgerinos et al. · 0 citations
#reinforcement learning Open access Oct 2026

Coordinated Offloading Cooperative Multi-Agent Reinforcement Learning for the Edge–Cloud Continuum

The increasing demand for intelligent, low-latency services in edge–cloud continuum systems poses new challenges for dynamic and efficient task offloading. We propose a Multi Agent Reinforcement Learning (MARL) framework for dis tributed task offloading under partial observability, where each device offloads only a por...

Muhammad Rafid, Golshan Famitafreshi, V. Avgerinos et al. · 0 citations

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