@article{agentttslargelanguagemodelagentfortestti, title = {AgentTTS: Large Language Model Agent for Test-time Compute-optimal Scaling Strategy in Complex Tasks}, author = {Fali Wang and Hui Liu and Zhenwei Dai and Jingying Zeng and Zhiwei Zhang and Zongyu Wu and Chen Luo and Zhen Li and Xianfeng Tang and Qi He and Suhang Wang}, year = {2025}, eprint = {2508.00890}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.00890}, }