CARL: Constraint-Aware Reinforcement Learning for Planning with LLMs

Qiuyi Qi, Jinjian Zhang, Mutian Bao +9

Despite their strong reasoning capabilities and extensive world knowledge, Large Language Models (LLMs) frequently generate plans that violate task constraints, undermining their r…