An LLM-Agent-Based Framework for Age of Information Optimization in Heterogeneous Random Access Networks. - Fang Liu; Erchao Zhu; Jiedan Tan; Jingwen Tong; Taotao Wang; Shengli Zhang 001 (CoRR, 2026)