MLREF: Efficient Module Reuse for Reward Design in Reinforcement Learning via Large Language Models

Chenglin Liu, Xun Wang, Ruishuo Chen +2

Reward function design remains a bottleneck in reinforcement learning. While large language models (LLMs) have enabled automated reward generation, existing methods generate and re…