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20232026
most citedPolicy Regularization with Dataset Constraint for Offline Reinforcement Learning

3 citations · 4 across the 6 of their papers we have counts for

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cs.CL2024

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…