Deep neural networks can perform wonderful feats, thanks to their extremely large and complicated web of parameters. But their complexity is also their curse: The inner workings of neural networks are ...

The agent acquires a vocabulary of neuro-symbolic concepts for objects, relations, and actions, represented through a ...