Houyuan Qin

AUG 12, 2026 · PREPRINT

REOPD: Reliability-Adaptive Reward Extrapolation for On-Policy Distillation

arXiv

This is a methodological paper presenting a novel algorithmic framework (REOPD) with empirical validation on benchmark tasks, but lacks peer review, clinical or real-world deployment data, and independent replication.