Improving Role Consistency in Multi-Agent Collaboration via Quantitative Role Clarity

Guoling Zhou, Wenpei Han, Fengqin Yang +3

In large language model (LLM)-driven multi-agent systems, disobey role specification (failure to adhere to the defined responsibilities and constraints of an assigned role, potenti…