3. Reinforcement Pre-Training This paper introduces Reinforcement Pre-Training (RPT), a new paradigm that bridges LLM pretraining and RL by reinterpreting next-token prediction as a reasoning task rewarded via verifiable correctness.
Reinforcement Pre-Training: Bridging LLM Pretraining and Reasoning
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