Model-Bellman Inconsistency for Model-based Offline Reinforcement Learning

Yihao Sun, Jiaji Zhang, Chengxing Jia, Haoxin Lin, Junyin Ye, Yang Yu. Model-Bellman Inconsistency for Model-based Offline Reinforcement Learning. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 33177-33194, PMLR, 2023. [doi]

@inproceedings{SunZJLYY23,
  title = {Model-Bellman Inconsistency for Model-based Offline Reinforcement Learning},
  author = {Yihao Sun and Jiaji Zhang and Chengxing Jia and Haoxin Lin and Junyin Ye and Yang Yu},
  year = {2023},
  url = {https://proceedings.mlr.press/v202/sun23q.html},
  researchr = {https://researchr.org/publication/SunZJLYY23},
  cites = {0},
  citedby = {0},
  pages = {33177-33194},
  booktitle = {International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA},
  editor = {Andreas Krause 0001 and Emma Brunskill and KyungHyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett},
  volume = {202},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}