Semantic Temporal Abstraction via Vision-Language Model Guidance for Efficient Reinforcement Learning. - Tian-Shuo Liu; Xu-Hui Liu; Ruifeng Chen 003; Lixuan Jin; Pengyuan Wang; Zhilong Zhang; Yang Yu 001 (ICLR, 2025)