Enhancing Language Model Decisions with Adaptive Feedback: The AdaRefiner Framework

AdaRefiner, a novel framework that synergizes Large Language Models (LLMs) with adaptive feedback, leveraging an Adapter Language Model to enhance the decision-making capabilities of Reinforcement Learning agents in complex environments.