Variational end-to-end navigation and localization

Deep learning has revolutionized the ability to learn 'end-to-end' autonomous vehicle control directly from raw sensory data. While there have been recent extensions to handle forms of navigation instruction, these works are unable to capture the full distribution of possible actions that...

Full description

Bibliographic Details
Main Authors: Amini, Alexander A, Karaman, Sertac, Rus, Daniela L
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:English
Published: IEEE 2020
Online Access:https://hdl.handle.net/1721.1/126544