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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Salma Ali

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Open access Sep 2026

Benchmarking QoS-Aware PPO Against Classical Schedulers for 6G Radio Resource Management

Future sixth-generation (6G) radio access networks require schedulers that balance throughput, spectral efficiency, fairness, delay, packet loss, and quality-of-service (QoS) satisfaction. This study presents an audited and reproducible benchmark of a QoS-aware Proximal Policy Optimization (QoS-PPO) scheduler against P...

Tahani Ismail Ali, K. Bilal, Z. Omer et al. · 0 citations

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