Learning to Select Goals in Automated Planning with Deep-Q Learning

Carlos Núñez-Molina, Juan Fernández-Olivares, Raúl Pérez

In this work we propose a planning and acting architecture endowed with a module which learns to select subgoals with Deep Q-Learning. This allows us to decrease the load of a plan…