HARGO: Heterogeneity-Aware Reward-Guided Optimization for RL Post-Training of LLMs on HPC Tasks

Tiangang Li, Xiangbo Tian

The paper introduces HARGO, a reinforcement‑learning post‑training method that weights responses by confidence and reward contrast to better align large language models with divers…