publications

2026

1. ICLR

   

   MVR: Multi-view Video Reward Shaping for Reinforcement Learning

   Lirui Luo, Guoxi Zhang, Hongming Xu, and 3 more authors

   ICLR, 2026

   Bib

   @article{luo2026mvr,
     title = {MVR: Multi-view Video Reward Shaping for Reinforcement Learning},
     author = {Luo, Lirui and Zhang, Guoxi and Xu, Hongming and Yang, Yaodong and Fang, Cong and Li, Qing},
     journal = {ICLR},
     year = {2026},
   }

2024

1. ICML

   

   End-to-End Neuro-Symbolic Reinforcement Learning with Textual Explanations

   Lirui Luo, Guoxi Zhang, Hongming Xu, and 3 more authors

   ICML, 2024

   Bib

   @article{luo2024insight,
     title = {End-to-End Neuro-Symbolic Reinforcement Learning with Textual Explanations},
     author = {Luo, Lirui and Zhang, Guoxi and Xu, Hongming and Yang, Yaodong and Fang, Cong and Li, Qing},
     journal = {ICML},
     year = {2024},
   }