Reinforcement Learning in the Era of LLMs
Deep Papers
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Reinforcement Learning and LM Alignment
Exploring reinforcement learning basics and the challenge of LM alignment problem in optimizing language models for desired outcomes. Drawing parallels with games like chess and poker, the discussion focuses on maximizing rewards, constant exploration, and adapting to changing environments.
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