Understanding Reinforcement Learning with Human Feedback Part 5: Training the Reward Model with Loss Functions
OpenAI trained a reward model using a loss function that does not require defining ideal reward values in advance. The loss function, introduced in OpenAI's 2022 paper, guides the model to assign higher rewards to prefer…