Multi-Agent LLMs for Adaptive Acquisition in Bayesian Optimization

Andrea Carbonati, Mohammadsina Almasi, Hadis Anahideh

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-…