Minghui Liu

works on

kl regularization 1 language model reasoning 1 policy optimization 1 reinforcement learning 1 self-distillation 1 token-level mixing 1

From the 1 of 7 linked papers with an AI index.

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cs.AI2026

Agentic Critical Training

Weize Liu, Minghui Liu, Sy-Tuyen Ho +3

Training large language models (LLMs) as autonomous agents often begins with imitation learning, but it only teaches agents what to do without understanding why: agents never contr…