Neuro-algorithmic Policies enable Fast Combinatorial Generalization

Marin Vlastelica, Michal Rolínek, Georg Martius

Although model-based and model-free approaches to learning the control of systems have achieved impressive results on standard benchmarks, generalization to task variations is stil…