@article{evotoolselfevolvingtoolusepolicyoptimiza, title = {EvoTool: Self-Evolving Tool-Use Policy Optimization in LLM Agents via Blame-Aware Mutation and Diversity-Aware Selection}, author = {Shuo Yang and Soyeon Caren Han and Xueqi Ma and Yan Li and Mohammad Reza Ghasemi Madani and Eduard Hovy}, year = {2026}, eprint = {2603.04900}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.04900}, }