Learning to Search and Searching to Learn for Generalization in Planning

Michael Aichmüller, Yannik Hesse, Hector Geffner

Combinatorial generalization remains a central challenge in Deep Reinforcement Learning (DRL). Classical planning provides a simple yet challenging setting to study this problem th…