"tool use" Papers

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SE-Agent: Self-Evolution Trajectory Optimization in Multi-Step Reasoning with LLM-Based Agents

Yifu Guo, Jiaye Lin, Huacan Wang et al.

NeurIPS 2025posterarXiv:2508.02085

TravelPlanner: A Benchmark for Real-World Planning with Language Agents

Jian Xie, Kai Zhang, Jiangjie Chen et al.

ICML 2024spotlight