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cs.AI2026
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents
Haipeng Ding, Yuexiang Xie, Zhewei Wei +2
Tool utilization enables Large Language Model (LLM) agents to interact with the real world and resolve complex tasks. However, existing agent frameworks predominantly rely on stati…
cs.AI2020★ 3 cited
Neural, Symbolic and Neural-Symbolic Reasoning on Knowledge Graphs
Jing Zhang, Bo Chen, Lingxi Zhang +2
Knowledge graph reasoning is the fundamental component to support machine learning applications such as information extraction, information retrieval, and recommendation. Since kno…