{"type": "article", "title": "WMLLM: Self-Evolving Optimization Agents via Predict-Then-Act World Modeling", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/wmllm-self-evolving-optimization-agents-via-predict-then-act-world-modeling", "original_source": "https://arxiv.org/abs/2609.01608", "published": "2026-09-03T04:00:00+00:00", "accessed": "2026-09-03", "id": "wmllm-self-evolving-optimization-agents-via-predict-then-act-world-modeling"}