@article{totrlunlockllmtreeofthoughtsreasoning,
  title = {ToTRL: Unlock LLM Tree-of-Thoughts Reasoning Potential through Puzzles Solving},
  author = {Haoyuan Wu and Xueyi Chen and Rui Ming and Jilong Gao and Shoubo Hu and Zhuolun He and Bei Yu},
  year = {2025},
  eprint = {2505.12717},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.12717v1},
}