System One Models for Wireless Decision-Making:Applications and Performance Evaluation

Excerpt

arXiv:2610.04345v1 Announce Type: cross Abstract: Many wireless control tasks require repeated selection of a single action from a finite feasible set under stringent latency and reliability constraints. While large language models (LLMs) have recently emerged as general-purpose decision engines, their autoregressive generation mechanism is not naturally aligned with such bounded control problems. This paper investigates System-One models, which directly learn probability distributions over expl