See What I Need, Dream What I Want: A Navigation Foundation Model on a Self-Constructed Representation Space

Jiawei Chen, Yinxi Wang, Zihan Yang +12

What visual representation should a navigation policy act on? Navigation policies built on vision foundation models largely leave representation design to the encoders' pretraining…