English(EN) Generating Instance Generators in PDDL Planning

LLM为PDDL规划生成实例生成器

作者 PulseAugur 编辑部 · [1 个来源] · 2026-09-10 04:00

研究人员开发了一种新颖的方法，使用大型语言模型（LLM）自动生成PDDL规划的实例生成程序。该方法旨在克服先前用于创建规划实例的推理和学习方法的扩展性限制。生成的程序包含内置的健全性检查，并已证明能够高效地生成大量多样化且有效的实例。 AI

影响这项研究可以提高生成规划实例的效率和可扩展性，可能使AI规划系统受益。

排序理由该集群包含一篇学术论文，详细介绍了使用LLM为PDDL规划生成实例生成器的新方法。[lever_c_demoted from research: ic=1 ai=1.0]

AI 生成摘要 · Google Gemini · 来自 1 个来源。我们如何撰写摘要 →

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Newsworthiness bucket: Tool; 该集群包含一篇学术论文，详细介绍了使用LLM为PDDL规划生成实例生成器的新方法。[lever_c_demoted from research: ic=1 ai=1.0]
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arXiv cs.AI TIER_1 English(EN) · Nicola J. M\"uller, Naya Rudolph, Katharina Stein, J\"org Hoffmann, Ayal Taitler, Timo P. Gros · 2026-09-10 04:00

在 PDDL 规划中生成实例生成器

arXiv:2609.06071v1 Announce Type: new Abstract: PDDL, the de-facto standard language in the AI Planning community, is designed to specify planning domains: sets of instances that share the same predicates and action schemas. Yet it does not provide any means to specify the actual…