Dynamic Role Assignment for Multi-Agent Debate

Miao Zhang, Junsik Kim, Siyuan Xiang +2

Multi-agent large language model (LLM) and vision-language model (VLM) debate systems employ specialized roles for complex problem-solving, yet model specializations are not levera…