Improving Sample Efficiency of Reinforcement Learning with Background Knowledge from Large Language Models

Fuxiang Zhang, Junyou Li, Yi-Chen Li +3

Low sample efficiency is an enduring challenge of reinforcement learning (RL). With the advent of versatile large language models (LLMs), recent works impart common-sense knowledge…