作者位次 #2/5ICLR 2026Poster· Applications / Language, Speech and Dialog
Non-Collaborative User Simulators for Tool Agents
Jeonghoon Shim · Woojung Song · Cheyon Jin · Seungwon KooK · Yohan Jo
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Jeonghoon Shim · Woojung Song · Cheyon Jin · Seungwon KooK · Yohan Jo
Jonggeun Lee · Woojung Song · Jongwook Han · Haesung Pyun · Yohan Jo
Small language models (SLMs) enable scalable tool-augmented multi-agent systems where multiple SLMs handle subtasks orchestrated by a powerful coordinator. However, they struggle with tool-use tasks, particularly in selecting appropriate tools and identifying correct parameters. A common failure...