PhD Thesis Proposal
PhD Student
Robotics Institute,
Carnegie Mellon University

Unlocking Generalization for Robotics via Scale and Modularity

GHC 4405

Abstract: How can we build generalist robot systems? Looking at fields such as vision and language, the common theme has been large scale end-to-end learning with massive, curated datasets. In robotics, on the other hand, scale alone may not be enough due to the significant multimodality of robotics tasks, lack of easily accessible data and [...]