Localizing and Correcting Errors for LLM-based Planners

Aditya Kumar, William W. Cohen

Large language models (LLMs) have demonstrated strong reasoning capabilities on math and coding, but frequently fail on symbolic classical planning tasks. Our studies, as well as p…