If Multi-Agent Debate is the Answer, What is the Question?

no code implementations • 12 Feb 2025 • Hangfan Zhang, Zhiyao Cui, Xinrun Wang, Qiaosheng Zhang, Zhen Wang, Dinghao Wu, Shuyue Hu

Multi-agent debate (MAD) has emerged as a promising approach to enhance the factual accuracy and reasoning quality of large language models (LLMs) by engaging multiple agents in iterative discussions during inference.

Emergence of Social Norms in Generative Agent Societies: Principles and Architecture

1 code implementation • 13 Mar 2024 • Siyue Ren, Zhiyao Cui, Ruiqi Song, Zhen Wang, Shuyue Hu

Our experiments deployed in the Smallville sandbox game environment demonstrate the capability of our architecture to establish social norms and reduce social conflicts within generative MASs.

Language Modelling Large Language Model