Unifying Temporal and Structural Credit Assignment in LLM-Based Multi-Agent Prompt Optimization

Wenwu Li, Yuran Song, Mingze Zhao +2

While Multi-Agent Systems (MAS) empower Large Language Models to tackle complex reasoning tasks through collaborative interaction, optimizing their dynamics remains a formidable ch…