Large language models (LLMs) show promise in tackling planning problems, but there’s a balance between flexibility and complexity. While LLMs can act as zero-shot planners, they struggle with complex tasks involving multiple constraints or long-term goals. Many frameworks that address these challenges require task-specific preparation, such as tailored examples and predefined validators, which limits their […]
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