Exposing the Long-tail in Embodied Urban Navigation via Scalable Learning from In-the-Wild Videos

Bingyi Xia, Han Bao, Zhewei Chen +5

Learning embodied urban navigation policies from real-world data is constrained by the cost of task-specific data collection and the limited coverage of rare yet safety-critical sc…