Unlocking AI Potential: The Role of Human Feedback in Reinforcement Learning

Introduction Artificial Intelligence (AI) has made remarkable advancements over the past decade, particularly in the realm of natural language processing (NLP) and reinforcement learning (RL). However, despite these strides, AI systems often struggle to align their behaviors with human values and preferences. This misalignment can lead to undesirable outcomes, especially in applications involving human interaction. […]