Reinforcement Learning for LLM Post-Training: A Survey

In three linesComprehensive survey of reinforcement learning post-training methods for LLMs. Unifies RLHF (DPO), RLVR (PPO, GRPO) and SFT within a single policy gradient framework. Detailed technical analysis of offline and iterative approaches with standardized notation for direct comparison.

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