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N. P J

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Open access 2026

AI-Enabled Autonomous Network Slicing Optimization for 6G Communication Systems

This paper presents a comprehensive framework for artificial intelligence (AI)-enabled autonomous network slicing optimization in 6G systems and investigates the application of advanced machine learning paradigms specifically deep reinforcement learning, federated learning, and generative AI to orchestrate dynamic resource provisioning, cross-slice isolation, and proactive SLA (Service Level Agreement) enforcement.

N. P J, Jeeva Jothi · 0 citations