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Jiangtao Shuai

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Articles

Computer Science > Artificial Intelligence

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By Manfred Hauswirth, Sonja Schimmler, Jiangtao Shuai
| arXiv
LLMs remain unreliable for long-horizon planning, often generating logically inconsistent or non-applicable plans. Recent hybrid methods instead translate natural language into the Planning Domain Definition Language (PDDL), allowing symbolic planners to produce verifiable plans. However, existing methods frequently rely on rigid generation pipelines, a partial PDDL definition, or human feedback.
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