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Towards Reliable and Robust LLM Planning: Symbolic Feedback-Driven Iterative Self-Refinement Framework

arXiv cs.AI · 2026-06-29 Cached

This paper proposes a symbolic feedback-driven iterative self-refinement framework to improve the robustness and reliability of large language models in long-horizon planning tasks. The method uses natural language prompting, a symbolic verifier, and a plan recognizer to enhance feasibility and correctness.

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