The authors formalize the LLM-RAN operator as a mapping from intents and network states to actions, and state conditional expressiveness and convergence results based on universal approximation and Banach's fixed-point theorem.
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The LLM as a Network Operator: A Vision for Generative AI in the 6G Radio Access Network
The authors formalize the LLM-RAN operator as a mapping from intents and network states to actions, and state conditional expressiveness and convergence results based on universal approximation and Banach's fixed-point theorem.