Paper Review, Deep Learning, Rlhf, Llm, NLP.
the learned reward model’s effectiveness is gauged indirectly. An RL policy is optimized using this model, and the outcomes from the policy are then evaluated. This method ties the reward model’s assessment to the policy optimization process, which is costly and unreliable. Evaluations might vary