Shared Representations Between Human and Robots

Faculty: Dinesh Jayaraman and Osbert Bastani

Pretrained Vision-Language Representations

Unsupervised Hierarchical Object-Centric Scene Representations

Opportunity: Shared representations facilitate flexible teaching, trust, and explanation between robots and humans.

 

Challenge: What format should such a representation have, and how to best use it?