Multi-Agent LLMs for Adaptive Acquisition in Bayesian Optimization.

arXiv:2603.28959v2 Announce Type: replace-cross Abstract: The exploration-exploitation trade-off is central to sequential decision-making and black-box optimization, yet how Large Language Models (LLMs) reason about and manage this trade-off remains poorly und