Planning Domains

该数据集包含了9个PDDL域，这些域的动作和谓词复杂度各不相同，用于评估大型语言模型在从自然语言描述中生成规划域模型时的性能。评估的域包括经典的规划域，如Blocksworld、Gripper、Logistics，以及新颖的域如Trackbuilding和Delivery。该数据集用于对大型语言模型在生成有效的PDDL方面的实证分析。规模上，该数据集涵盖了9个域，任务重点在于为人工智能规划生成域模型。

This dataset contains 9 PDDL domains with varying complexities of actions and predicates, serving to evaluate the performance of large language models (LLMs) when generating planning domain models from natural language descriptions. The evaluated domains include classic planning domains such as Blocksworld, Gripper, and Logistics, as well as novel domains like Trackbuilding and Delivery. This dataset is utilized for empirical analyses of large language models in generating valid PDDL planning domain models. In terms of scale, this dataset covers 9 domains, and its tasks focus on generating planning domain models for artificial intelligence (AI) planning.