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Reinforcement Learning in LLM

In this blog, we explore how reinforcement learning (RL) is used to post-train large language models (LLMs) to improve performance, robustness, and alignment. We cover RLHF, PPO, DPO, RLVR, GRPO, GSPO, DAPO, SAPO, and GDPO.
Author

Qingsen Zhang

Published

January 25, 2026

 

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