Dmitri Loguinov

QORA: Zero-Shot Transfer via Interpretable Object-Relational Model Learning

Although neural networks have demonstrated significant success in various reinforcement-learning tasks, even the highest-performing deep models often fail to generalize. As an alternative, object-oriented approaches offer a promising path towards better efficiency and generalization; however, they t…