Learning Generalized Policies Without Supervision Using GNNs

Simon Ståhlberg, Blai Bonet, Hector Geffner

We consider the problem of learning generalized policies for classical planning domains using graph neural networks from small instances represented in lifted STRIPS. The problem h…