TRUSTEE-Qwen3-8B

Introduction

TRUSTEE (Tool Learning Using Simulated Environments) is a cost-friendly online tool learning approach presented in the paper Democratizing Tool Learning with Environments Fully Simulated by a Free 8B Language Model.

TRUSTEE democratizes tool learning by simulating environments by local open-source LMs, requiring no stablished data, executable tools, or verifiable environments from human experts or advanced proprietary LMs.

Citation

If you find our work useful, feel free to cite our paper:

@misc{tang2026democratizingtoollearningenvironments,
      title={Democratizing Tool Learning with Environments Fully Simulated by a Free 8B Language Model}, 
      author={Chenming Tang and Hsiu-Yuan Huang and Weijie Liu and Junqiang Zheng and Saiyong Yang and Yunfang Wu},
      year={2026},
      eprint={2604.17739},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2604.17739}, 
}