# WayTrace researchers report robot navigation over routes up to 1.37 km

_Published Wednesday, November 4, 2026 at 12:22 AM EST · Robotics, Science · Latest · Tier 2 — Notable_

Researchers report in an arXiv preprint that WayTrace guided a wheeled-legged robot on real-world missions of up to 1.37 km at about 1.1 m/s. The robot traversed a busy city centre, rural trails and a university campus, handling crosswalks, staircases and construction sites.

The system turns web-map directions, satellite maps and camera images into individual language commands. An onboard model draws a path in the camera image, and a control policy follows it. In simulated long-range missions, point-goal navigation baselines recorded about ten times more sidewalk or crosswalk violations; that comparison comes from simulation.

## Sources

- [arXiv Query: search_query=cat:cs.RO&id_list=&start=0&max_results=30](https://arxiv.org/abs/2611.05129v1)

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Canonical: https://techandbusiness.org/newswire/TYbuc2C3283x5UiUv8vprT
Published: 2026-11-04T05:22:43.262Z
Story chronology: 2026-11-03T16:13:42.000Z
Retrieved: 2026-11-04T08:30:18.154Z
Publisher: Tech & Business (techandbusiness.org)