PEAR: Permutation-Equivariant Adaptive Routing Multi-Agent Debate

Yang Feng, Ziwei Xu, Xia Hu +1

Multi-agent debate improves the reliability of large language models (LLMs) through iterative peer critiques. However, fixed topologies often introduce persistent positional biases…