M-Plan: Comprehensive Planning For LLM Agents with Memory Arrangement

Ziyang Liu, Jiakang Yuan, Jiayuan Fan +1

Large language model (LLM)-based agents have recently demonstrated outstanding performance in single-turn tasks, yet they continue to struggle with long-horizon tasks, particularly…