Critic-Guided Heterogeneous Multi-Agent Reasoning for Reliable Mathematical Problem Solving

Muhammad Talha Sharif, Abdul Rehman

Recent Large Language Models (LLMs) have shown impressive reasoning abilities; but they are still susceptible to hallucinations, intermediate reasoning mistakes, and unreliable rea…