ML Anthology

Enhancing Decision-Making for LLM Agents via Step-Level Q-Value Models

Yuanzhao Zhai, Tingkai Yang, Kele Xu, Dawei Feng, Cheng Yang, Bo Ding, Huaimin Wang
AAAI 2025 pp. 27161-27169
doi:10.1609/AAAI.V39I25.34924 /aaai/2025/zhai2025aaai-enhancing/
AAAI Semantic Scholar

Cite

Text

Zhai et al. "Enhancing Decision-Making for LLM Agents via Step-Level Q-Value Models." AAAI Conference on Artificial Intelligence, 2025. doi:10.1609/AAAI.V39I25.34924

Markdown

[Zhai et al. "Enhancing Decision-Making for LLM Agents via Step-Level Q-Value Models." AAAI Conference on Artificial Intelligence, 2025.](https://mlanthology.org/aaai/2025/zhai2025aaai-enhancing/) doi:10.1609/AAAI.V39I25.34924

BibTeX

@inproceedings{zhai2025aaai-enhancing,
  title     = {{Enhancing Decision-Making for LLM Agents via Step-Level Q-Value Models}},
  author    = {Zhai, Yuanzhao and Yang, Tingkai and Xu, Kele and Feng, Dawei and Yang, Cheng and Ding, Bo and Wang, Huaimin},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2025},
  pages     = {27161-27169},
  doi       = {10.1609/AAAI.V39I25.34924},
  url       = {https://mlanthology.org/aaai/2025/zhai2025aaai-enhancing/}
}