SLA-Safe Energy Control for AI-Native NG-RAN Using Stability-Aware Constrained PPO

arXiv:2609.05861 · cs.NI, cs.LG, eess.SP · Submitted 2026-09-05 · Read on arXiv

cs.NI, cs.LG, eess.SP

Submitted: 2026-09-05

Updated: 2026-09-05

Comments: 7 pages, 1 figure, 3 tables. Accepted for publication in the Proceedings of the 2026 IEEE PIMRC Workshops, Singapore

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Distribution Shift — 1× in this paper · explained in 6 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes

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