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Reinforcement learning from human feedback
Large language models
Reinforcement learning
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Reinforcement learning from human feedback
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Large language models
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The 2022 InstructGPT study demonstrated reinforcement learning from human feedback in language-model post-training; RLHF is not used in every language model or every form of instruction fine-tuning.
Reinforcement learning from human feedback
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Reinforcement learning
derived from
RLHF borrows the optimization framework of reinforcement learning, replacing entirely hand-specified objective signals with rewards learned from human preferences.