04:00
2026-09-03
arxiv.org
artificial-intelligence
WMLLM: Self-Evolving Optimization Agents via Predict-Then-Act World Modeling
Researchers propose WMLLM, a self-evolving optimization-agent framework that uses predict-then-act world modeling to improve sample efficiency in black-box optimization, achieving state-of-the-art res…