2026
Learning to Search and Searching to Learn for Generalization in Planning
ICML 2026poster
Combinatorial generalization remains a central challenge in deep reinforcement learning (DRL). Classical planning provides a simple yet challenging setting to study this problem through explicit relational descriptions, without requiring learning from perception. In sparse-reward domains, standard R…