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cs.AI2025★ 1 cited
\(X\)-evolve: Solution space evolution powered by large language models
Yi Zhai, Zhiqiang Wei, Ruohan Li +7
While combining large language models (LLMs) with evolutionary algorithms (EAs) shows promise for solving complex optimization problems, current approaches typically evolve individ…
cs.AI2024
CLMASP: Coupling Large Language Models with Answer Set Programming for Robotic Task Planning
Xinrui Lin, Yangfan Wu, Huanyu Yang +3
Large Language Models (LLMs) possess extensive foundational knowledge and moderate reasoning abilities, making them suitable for general task planning in open-world scenarios. Howe…