Semantic Temporal Abstraction via Vision-Language Model Guidance for Efficient Reinforcement Learning

Tian-Shuo Liu, Xu-Hui Liu, Ruifeng Chen, Lixuan Jin, Pengyuan Wang +2 more
2/12/2026
Semantic Scholar

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Cite this paper

@article{liu2026semantic,
  title  = {Semantic Temporal Abstraction via Vision-Language Model Guidance for Efficient Reinforcement Learning},
  author = {Tian-Shuo Liu and Xu-Hui Liu and Ruifeng Chen and Lixuan Jin and Pengyuan Wang and Zhilong Zhang and Yang Yu},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:efb457a5566708129e28d96a87321d9460d09b37},
  journal = {ICLR 2025 2025}
}

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