ML Anthology

Optimistic Model Rollouts for Pessimistic Offline Policy Optimization

Yuanzhao Zhai, Yiying Li, Zijian Gao, Xudong Gong, Kele Xu, Dawei Feng, Bo Ding, Huaimin Wang
AAAI 2024 pp. 16678-16686
doi:10.1609/AAAI.V38I15.29607 /aaai/2024/zhai2024aaai-optimistic/
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Cite

Text

Zhai et al. "Optimistic Model Rollouts for Pessimistic Offline Policy Optimization." AAAI Conference on Artificial Intelligence, 2024. doi:10.1609/AAAI.V38I15.29607

Markdown

[Zhai et al. "Optimistic Model Rollouts for Pessimistic Offline Policy Optimization." AAAI Conference on Artificial Intelligence, 2024.](https://mlanthology.org/aaai/2024/zhai2024aaai-optimistic/) doi:10.1609/AAAI.V38I15.29607

BibTeX

@inproceedings{zhai2024aaai-optimistic,
  title     = {{Optimistic Model Rollouts for Pessimistic Offline Policy Optimization}},
  author    = {Zhai, Yuanzhao and Li, Yiying and Gao, Zijian and Gong, Xudong and Xu, Kele and Feng, Dawei and Ding, Bo and Wang, Huaimin},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2024},
  pages     = {16678-16686},
  doi       = {10.1609/AAAI.V38I15.29607},
  url       = {https://mlanthology.org/aaai/2024/zhai2024aaai-optimistic/}
}