Ning Zhang, Yongjia Zhao, Minghao Yang, Shuling Dai. "LLMs augmented hierarchical reinforcement learning with action primitives for long-horizon manipulation tasks." Scientific Reports, 2025. doi:10.1038/s41598-025-20653-y