TimeHC-RL: Temporal-aware Hierarchical
Cognitive Reinforcement Learning for Enhancing
LLMs’ Social Intelligence

🔗 arXiv | 📄 PDF

Guiyang Hou^1*, Xing Gao², Yuchuan Wu², Xiang Huang^2,3, Wenqi Zhang¹, Zhe Zheng¹, Yongliang Shen¹, Jialu Du¹, Fei Huang², Yongbin Li^2†, Weiming Lu^1†,

¹Zhejiang University, ²Tongyi Lab, Alibaba Group, ³Nanjing University
Preprint. Under review.
^*This work was done when the first author was an intern at Tongyi Lab, ^†Corresponding Author

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@misc{hou2025timehcrltemporalawarehierarchicalcognitive,
      title={TimeHC-RL: Temporal-aware Hierarchical Cognitive Reinforcement Learning for Enhancing LLMs' Social Intelligence}, 
      author={Guiyang Hou and Xing Gao and Yuchuan Wu and Xiang Huang and Wenqi Zhang and Zhe Zheng and Yongliang Shen and Jialu Du and Fei Huang and Yongbin Li and Weiming Lu},
      year={2025},
      eprint={2505.24500},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2505.24500}, 
}

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