Policy in the Context of LLMs

LLM Policy as a Probability Distribution

Identifying the Agent and Action in a Training Scenario

When a language model is fine-tuned using a system that incorporates human preferences, this process is often conceptualized within a reinforcement learning framework. Which of the following statements correctly analyzes the components of this interaction?

When training a language model using a framework that incorporates human feedback, standard reinforcement learning terminology is used. Match each reinforcement learning term on the left with its corresponding component or concept in this specific language model training context on the right.