publications

2024

1. 

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

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

   In Forty-first International Conference on Machine Learning , 2024

   arXiv Bib Website

   @inproceedings{luoend,
     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},
     booktitle = {Forty-first International Conference on Machine Learning},
     year = {2024},
     tags = {rl, llm}
   }

2023

1. 

   Out-of-distribution generalization by neural-symbolic joint training

   Anji Liu, Hongming Xu, Guy Broeck , and 1 more author

   In Proceedings of the AAAI Conference on Artificial Intelligence , 2023

   Bib HTML

   @inproceedings{liu2023out,
     title = {Out-of-distribution generalization by neural-symbolic joint training},
     author = {Liu, Anji and Xu, Hongming and Van den Broeck, Guy and Liang, Yitao},
     booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
     volume = {37},
     number = {10},
     pages = {12252--12259},
     year = {2023},
     tags = {neuro-symbolic}
   }