@article{avataroptimizingllmagentsfortool,
  title = {AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning},
  author = {Shirley Wu and Shiyu Zhao and Qian Huang and Kexin Huang and Michihiro Yasunaga and Kaidi Cao and Vassilis N. Ioannidis and Karthik Subbian and Jure Leskovec and James Zou},
  year = {2024},
  eprint = {2406.11200},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2406.11200v3},
}