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large language models 2agent monitoring 1clinical decision making 1early stopping 1failure prediction 1healthcare AI 1inference efficiency 1medical agents 1self-improving systems 1

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cs.CL2026

GTPO and GRPO-S: Token and Sequence-Level Reward Shaping with Policy Entropy

Hongze Tan, Zihan Wang, Jianfei Pan +7

Reinforcement Learning (RL) is pivotal for enhancing Large Language Model (LLM) reasoning, yet mainstream algorithms such as GRPO and DAPO remain constrained by a coarse-grained cr…