How to Train a Leader: Hierarchical Reasoning in Multi-Agent LLMs

Andrew Estornell, Jean-Francois Ton, Muhammad Faaiz Taufiq +1

Large Language Models (LLMs) have achieved strong performance on a wide range of complex reasoning tasks, yet further gains are often possible by leveraging the complementary stren…