Katharina Stein

Improved Generalized Planning with LLMs Through Strategy Refinement and Reflection

2026 · Proceedings of the International Conference on Automated Planning and Scheduling

LLMs have recently been used to generate Python programs representing generalized plans in PDDL planning, i.e., plans that generalize across the tasks of a given PDDL domain. Previous work proposed a framework consisting of three …