Training the Orchestrator: A Supervised Approach to End-to-End PDDL Planning with LLM Agents

Rajesh Mangannavar, Zachary Coalson, Pranay Dugar +1

Translating natural-language planning intent into verified plans is a longstanding challenge: people communicate goals in language, while classical planners require formal PDDL spe…