HIPIF: Hierarchical Planning and Information Folding for Long-Horizon LLM Agent Learning

Juncheng Diao, Zhicong Lu, Peiguang Li +6

While Large Language Models (LLMs) have demonstrated strong capabilities as autonomous agents across a wide range of tasks, their performance often degrades in multi-turn long-hori…