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A Little Bit of Reinforcement Learning from Human Feedback

A short introduction to RLHF and post-training focused on language models. Abstract Reinforcement learning from human feedback (RLHF) has become an important technical and storytelling tool to deploy the latest machine learning systems. In this book, we hope to give a gentle introduction to the core methods for people with some level of quantitative background. The book starts with the origins of RLHF – both in recent literature and in a convergence of disparate fields of science in economics, p...

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