Learning to Play With Intrinsically-Motivated, Self-Aware Agents

no code implementations • NeurIPS 2018 • Nick Haber, Damian Mrowca, Stephanie Wang, Li F. Fei-Fei, Daniel L. Yamins

We demonstrate that this policy causes the agent to explore novel and informative interactions with its environment, leading to the generation of a spectrum of complex behaviors, including ego-motion prediction, object attention, and object gathering.

motion prediction Object

Hierarchical Modular Optimization of Convolutional Networks Achieves Representations Similar to Macaque IT and Human Ventral Stream

no code implementations • NeurIPS 2013 • Daniel L. Yamins, Ha Hong, Charles Cadieu, James J. DiCarlo

In this work, we construct models of the ventral stream using a novel optimization procedure for category-level object recognition problems, and produce RDMs resembling both macaque IT and human ventral stream.

Object Object Recognition