MARVEL by KAIST
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🐕 Robot Dog• prototype• mini

MARVEL

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by KAIST

South Korea

Released: 2022

Last updated:

💰 USD 40,000 – 90,000

MARVEL is an untethered climbing quadruped from KAIST that walks on floors, vertical steel walls and even ceilings. Each foot holds a switchable electro-permanent magnet with a rubber-like magnetic sole, so the robot can grip steel firmly, release in a fraction of a second and take its next step. It climbs tanks, hulls and bridges that people would otherwise inspect by rope or scaffolding, steps over gaps and obstacles on the surface and moves from floor to wall to ceiling in one run. It is a leading example of a legged robot built for steel-structure inspection.

0.7 m/s on vertical walls; 0.5 m/s on ceilings
Max Speed
12
Total DOF
—
Runtime
up to 3 kg (2 kg demonstrated on walls and ceilings)
Max Payload
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What Can MARVEL Do?

Core operational tasks and activities demonstrated or performed by MARVEL.

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Real-World Applications of MARVEL

Industries, working environments, and deployment suitability for MARVEL.

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MARVEL Capabilities

Inherent physical, perceptual, and cognitive abilities built into MARVEL.

Review Videos

Watch expert reviews and demonstrations of this robot dog

MARVEL Review Video 1
MARVEL Review Video ...
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Full Specifications

Body Length330 mm
Standing Height131 mm
Body Width119 mm
Weight8 kg (including four 0.2 kg magnetic feet)
Number of Legs4
Total DOF12
DOF Per Leg3
MaterialsMagnetic feet using electro-permanent magnets and magnetorheological elastomer soles
Supported GaitsCrawl, pace and trot gaits on vertical walls and ceilings; floor walking
Max Speed0.7 m/s on vertical walls; 0.5 m/s on ceilings
Max Step Height10 cm gap crossing; 5 cm obstacle step-over on a vertical surface
Terrain Capabilitiesferromagnetic floors, vertical steel walls, steel ceilings, curved storage tanks, rusty and painted steel

Other Notable Features

Electro-permanent magnet feet (about 0.2 kg each) with 530 N adhesion and 440 N shear force and a 0.44 s switching time; magnetorheological elastomer soles; untethered operation; published URDF; model predictive controller

MARVEL vs Mini Cheetah, GENISOM L1 W and Black Panther II

MARVEL overlaps with these alternatives on Inspection and quality control and Construction; only MARVEL is tagged for Energy and utilities. MARVEL leads this group on weight but trails on max payload.

Industries and capabilities are tags, not scores: a tick means the robot is listed for it. Green marks the best figure in a row (highest max payload; lowest weight). Ranges are not ranked.

MARVEL compared with Mini Cheetah, GENISOM L1 W and Black Panther II: industries, capabilities, max speed, max payload, weight and size class
SpecMARVELKAISTMini CheetahMITGENISOM L1 WGenisom AIBlack Panther IIMirrorMe Technology
Industries
Inspection and quality controlYesNoYesNo
ConstructionYesYesNoNo
Hazardous environmentsYesYesNoNo
Energy and utilitiesYesNoNoNo
Capabilities
Terrain traversalYesYesYesNo
WalkingYesYesNoNo
AdaptationYesYesYesNo
Whole-body controlYesYesNoNo
Max Speed0.7 m/s3.84 m/s5.5 m/s13.4 m/s
Max Payload3 kg2 kg10 kg—
Weight8 kg9 kg20 kg40 kg
Size Classminiminiminimedium

Notes such as conditions or alternate figures are left out and values are shown in common units; open each page for the full specs. Browse all robot dogs

Frequently Asked Questions

Get answers to common questions about this robot

Q1. What is the robot dog MARVEL, and what problem does it solve?

MARVEL is a research quadruped from KAIST that can climb steel walls and walk upside down on steel ceilings. It solves the problem of inspecting large steel structures without scaffolding, cranes or rope access.

Q2. What are the main capabilities and key features of MARVEL?

It walks on floors, vertical walls and ceilings, steps over gaps and obstacles on the surface and transitions between those surfaces. Its feet use switchable magnets that grip firmly and release quickly, and its controller keeps the grip balanced as it moves.

Q3. Who is MARVEL built for, and which industries benefit from it?

It is built for researchers and for future inspection teams working on steel tanks, ship hulls, bridges and industrial plants where climbing by hand is slow and risky.

Q4. Is MARVEL a commercial product or a research prototype?

It is a research prototype. It was presented in a scientific journal and shown in demonstrations, but it is not sold as a product.

Q5. Is MARVEL currently available for purchase?

No. KAIST uses it in its own lab, and the design details are published so that other teams can learn from it.

Q6. How does MARVEL perform in real-world environments and rough terrain?

Besides lab test walls, it climbed a curved outdoor storage tank whose paint was worn and rusty, which shows the magnetic grip still works on realistic dirty steel.

Q7. When was MARVEL announced or officially launched?

The robot and its magnetic feet were presented in a 2022 paper in Science Robotics.

Q8. How does MARVEL compare to other quadruped robot dogs?

Most climbing robots use wheels or tracks and cannot step over gaps. MARVEL walks on legs, so it can cross obstacles, and it can reach ceilings that wheeled magnetic crawlers struggle with.

Q9. Can MARVEL be customized with add-ons or third-party tools?

Because it is a lab platform, the lab can change its feet, sensors and controller, and a published simulation model lets other researchers try their own ideas.

Q10. What is the future roadmap or planned upgrades for MARVEL?

The lab continues to work on legged climbing, and the foot and controller ideas can be reused for future inspection robots that carry sensors across steel structures.

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