Planning Domain Definition Language

Planning Domain Definition Language (PDDL) is a standardized language for representing planning problems, aiming to facilitate automated plan generation. Current research focuses on automating the creation of PDDL descriptions, leveraging techniques like Model-Based Systems Engineering, Large Language Models (LLMs), and logic-based reasoning to translate natural language descriptions or engineering models into PDDL. This automation addresses the significant challenges of manual PDDL creation, improving efficiency and accessibility for various applications, including robotics, software testing, and multi-agent systems. The development of rigorous benchmarks and improved algorithms is crucial for advancing the accuracy and reliability of automated PDDL generation.