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Mérouane Debbah

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Preprint Aug 2026

XAI-Guided Conservative Decentralized Execution for Offline Multi-Agent Network Slicing

X-CODE is an explainable offline MARL that operates offline without environmental interaction, nor inter-agent communication, nor inter-agent communication, and exploits explainability-aware reward shaping to modify the relative preference among joint offline transitions during centralized training to improve decentralized resource-allocation behavior.

Eslam Eldeeb, Hatim Chergui, Mérouane Debbah · 0 citations