M-Plan: Comprehensive Planning For LLM Agents with Memory Arrangement
M-Plan is proposed, a closed-loop MAS framework that integrates long-term and short-term memory that enhances agents' performance on multi-turn tasks while maintaining a plug-and-play design and outperforms multiple baseline methods in both accuracy and efficiency.
Zi-Yang Liu, Jiakang Yuan, Jiayuan Fan et al.
· 0 citations