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cs.AI2026
Improved Generalized Planning with LLMs through Strategy Refinement and Reflection
Katharina Stein, Nils Hodel, Daniel Fišer +3
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. Previ…
cs.AI2025
Automating the Generation of Prompts for LLM-based Action Choice in PDDL Planning
Katharina Stein, Daniel Fišer, Jörg Hoffmann +1
Large language models (LLMs) have revolutionized a large variety of NLP tasks. An active debate is to what extent they can do reasoning and planning. Prior work has assessed the la…