A New Challenge in Policy Evaluation

AAAI 2023 pp. 15465

doi:10.1609/AAAI.V37I13.26832 /aaai/2023/zhang2023aaai-new/

Abstract

This paper proposes a new challenge in policy evaluation: to improve the online data efficiency of Monte Carlo methods via information extracted from offline data while maintaining the unbiasedness of Monte Carlo methods.

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Cite

Text

Zhang. "A New Challenge in Policy Evaluation." AAAI Conference on Artificial Intelligence, 2023. doi:10.1609/AAAI.V37I13.26832

Markdown

[Zhang. "A New Challenge in Policy Evaluation." AAAI Conference on Artificial Intelligence, 2023.](https://mlanthology.org/aaai/2023/zhang2023aaai-new/) doi:10.1609/AAAI.V37I13.26832

BibTeX

@inproceedings{zhang2023aaai-new,
  title     = {{A New Challenge in Policy Evaluation}},
  author    = {Zhang, Shangtong},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2023},
  pages     = {15465},
  doi       = {10.1609/AAAI.V37I13.26832},
  url       = {https://mlanthology.org/aaai/2023/zhang2023aaai-new/}
}