Planning with Arithmetic and Geometric Attributes

no code implementations • 6 Sep 2018 • David Folqué, Sainbayar Sukhbaatar, Arthur Szlam, Joan Bruna

A desirable property of an intelligent agent is its ability to understand its environment to quickly generalize to novel tasks and compose simpler tasks into more complex ones.

Divide and Conquer Networks

1 code implementation • ICLR 2018 • Alex Nowak-Vila, David Folqué, Joan Bruna

Moreover, thanks to the dynamic aspect of our architecture, we can incorporate the computational complexity as a regularization term that can be optimized by backpropagation.

Clustering Inductive Bias