On the Generalization Gap in LLM Planning: Tests and Verifier-Reward RL

Valerio Belcamino, Nicholas Attolino, Alessio Capitanelli +1

Recent work shows that fine-tuned Large Language Models (LLMs) can achieve high valid plan rates on PDDL planning tasks. However, it remains unclear whether this reflects transfera…