@article{envscalerscalingtoolinteractiveenvironme, title = {EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis}, author = {Xiaoshuai Song and Haofei Chang and Guanting Dong and Yutao Zhu and Ji-Rong Wen and Zhicheng Dou}, year = {2026}, eprint = {2601.05808}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.05808}, }