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WayTrace: A System Using Off-the-Shelf VLM, Onboard Trace Model, and RL Policy for Real-World Navigation

1 reports1 reporting sourcesUpdated 2 hours ago

Overview

Event synthesis

The ETH Robotic Systems Lab introduces WayTrace, a robotics system that converts web-map directions into real-world navigation tasks. The system utilizes an off-the-shelf Vision-Language Model (VLM), an onboard trace model, and a Reinforcement Learning policy to guide a robot through complex environments in Zurich, covering a total distance of 2.35 km. This demonstration includes navigating crosswalks, stairs, crowded streets, and construction sites.

Generated from attributed reports · Updated 2 hours ago

Event evidence and corrections

1 attributed source owners. Ownership does not establish independent confirmation. Quantities are reported separately and are never added together.

Reported quantity · distance traveled: 2.35 other · unique elapsed hours · Differing source assertions
Supporting report

“Our new work WayTrace: an off-the-shelf VLM, an onboard trace model, and an RL policy take a robot from web-map directions to 2.35 km of real-world missions in Zurich.”

Exact source · revision 1

eth-zurich

Reported quantity · distance traveled: 2.35 other · Basis not reported · Differing source assertions
Supporting report

“Then we let it find its own way through Zurich: crosswalks, stairs, crowded streets, construction sites, 2.35 km in total.”

Exact source · revision 1

eth-zurich

Report timeline

Follow attributed reports and material updates.

11/4
  1. ETH Robotic Systems Lab — XSignal
    WayTrace: A System Using Off-the-Shelf VLM, Onboard Trace Model, and RL Policy for Real-World Navigation

    The ETH Robotic Systems Lab introduces WayTrace, a robotics system that converts web-map directions into real-world navigation tasks. The system utilizes an off-the-shelf Vision-Language Model (VLM), an onboard trace model, and a Reinforcement Learning policy to guide a robot through complex environments in Zurich, covering a total distance of 2.35 km. This demonstration includes navigating crosswalks, stairs, crowded streets, and construction sites.

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