MAPRO: Recasting Multi-Agent Prompt Optimization as Maximum a Posteriori Inference

Zheyuan Zhang, Lin Ge, Hongjiang Li +3

Large language models (LLMs) have demonstrated remarkable capabilities across diverse tasks, and LLM-based agents further extend these abilities to various practical workflows. Whi…