作者位次 #2/3ICML 2026Oral· Deep Learning / Large Language Models
OMAC: A Holistic Optimization Framework for LLM-Based Multi-Agent Collaboration
Shijun Li · Hilaf Hasson · Joydeep Ghosh
智能体与工具OpenReview
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Shijun Li · Hilaf Hasson · Joydeep Ghosh
Xiang Gao · Yuguang Yao · Qi Zhang · Kaiwen Dong · Avinash Baidya · Ruocheng Guo · Hilaf Hasson · Kamalika Das
Large language models (LLMs) often struggle to use tools reliably in domain-specific settings, where APIs may be idiosyncratic, under-documented, or tailored to private workflows. This highlights the need for effective adaptation to task-specific tools. We propose RIMRULE, a neuro-symbolic approa...