HiMAC: Hierarchical Macro-Micro Learning for Long-Horizon LLM Agents

Hongbo Jin, Rongpeng Zhu, Jiayu Ding +2

Large language model (LLM) agents have recently demonstrated strong capabilities in interactive decision-making, yet they remain fundamentally limited in long-horizon tasks that re…