Victor Aregbede

Here's your PDDL Problem File! On Using VLMs for Generating Symbolic PDDL Problem Files

Large Language Models (LLMs) excel at generating contextually relevant text but lack logical reasoning abilities. They rely on statistical patterns rather than logical inference, making them unreliable for structured decision-making. Integrating LLMs with task planning can address this limitation by