Strategist: Self-improvement of LLM Decision Making via Bi-Level Tree Search

Jonathan Light, Min Cai, Weiqin Chen, Guanzhi Wang, Xiusi Chen +3 more
2/12/2026

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@article{light2026strategist,
  title  = {Strategist: Self-improvement of LLM Decision Making via Bi-Level Tree Search},
  author = {Jonathan Light and Min Cai and Weiqin Chen and Guanzhi Wang and Xiusi Chen and Wei Cheng and Yisong Yue and Ziniu Hu},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:9568b81fa3c5a4380c250a220cb3f308157c0725},
  journal = {ICLR 2025 2025}
}

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