@article{treesearchforllmagentreinforcementlearni, title = {Tree Search for LLM Agent Reinforcement Learning}, author = {Yuxiang Ji and Ziyu Ma and Yong Wang and Guanhua Chen and Xiangxiang Chu and Liaoni Wu}, year = {2025}, eprint = {2509.21240}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.21240}, }