Leveraging Environment Interaction for Automated PDDL Translation and Planning with Large Language Models

Neural Information Processing Systems 

We achieve an average task solve rate of 66% compared to a 29% solve rate by GPT -4's intrinsic planning with chain-of-thought prompting.

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