About this document
MASPO: Joint Prompt Optimization For LLM-based Multi-Agent Systems by hackenbush10 is a document available to read on EtoBox.
The document introduces MASPO, a novel framework for joint prompt optimization in large language model-based multi-agent systems, addressing the challenges of aligning local agent objectives with global system goals. MASPO employs a multi-granularity joint evaluation mechanism and a trace-guided beam search to enhance prompt quality and facilitate effective agent collaboration. Empirical evaluations demonstrate that MASPO significantly outperforms existing prompt optimization methods, achieving an average a
- Author
- hackenbush10
- Language
- EN