RUMAD: Reinforcement-Unifying Multi-Agent Debate

Chao Wang, Han Lin, Huaze Tang +2

Multi-agent debate (MAD) systems leverage collective intelligence to enhance reasoning capabilities, yet existing approaches struggle to simultaneously optimize accuracy, consensus…