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From Solver Feedback to Faithful Plans: Multi-Role Reinforcement Learning for Symbolic Planning

arXiv cs.AI · 2026-08-25 Cached

This paper proposes a multi-role reinforcement learning framework using solver feedback to convert natural language into PDDL specifications for symbolic planning, improving success rates and faithfulness compared to existing methods.

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