DEPLOYDatabase

Robot model

MU-L8

A humanoid robot designed and built by Marquette University's HEIR Lab under Professor Andrew B.

Form factor
humanoid
Maturity
research
Lifecycle
active

The verified answer

As of Oct 2026, DEPLOY verifies MU-L8, a humanoid by Marquette University (research). 2 sources back the record.

Overview

A humanoid robot designed and built by Marquette University's HEIR Lab under Professor Andrew B. Williams. Many of its parts were 3D printed. MU-L8 was featured on the cover of Milwaukee Magazine's November 2013 issue and competed at RoboCup 2014 in Brazil.

Verified vs. claimed

Maturity stage
research(Lab-stage only; no commercial or public deployment reported.)
Sources on file
View all sources →

No verified deployments on file. DEPLOY tracks independently-sourced deployment evidence separately from manufacturer capability claims.

Key facts

Form Factor

humanoid

Maturity

research

24-DOF TeenSize humanoid

The 2014 RoboCup TeenSize data sheet from Marquette University's HEIR Lab lists MU-L8 at 24 degrees of freedom (2 in the head, 5 per arm, 6 per leg), 91.5 cm tall and 7.7 kg, with 3D-printed ABS limbs and head and a machined aluminum torso (RoboCup Humanoid League).

Dynamixel actuators and onboard compute

The same sheet says MU-L8 uses 24 Robotis Dynamixel motors (MX-106T on each leg, MX-64T and MX-28T on each arm, MX-64T in the neck), an Intel NUC 53427HYE with Ubuntu, a 720p Logitech C905 webcam, and a Nexus Android phone for a 3-axis gyroscope and accelerometer (RoboCup Humanoid League).

Data & sources

Web sources

2

2 sources backing this record.View all →

Pricing

No verified price is on record for MU-L8. Physical-AI systems are often sold through enterprise contracts or operated as a service rather than at a public list price.

Recent activity

Every change to this record is dated, sourced, and independently verified where marked.

Full change history →

Safety record

No incidents on record for MU-L8.

Only active incidents are counted. Retracted incidents are excluded from this summary but remain reachable at their canonical URLs.

Sources (2)

  1. Marquette University Humanoid Engineering & Intelligent Robotics Lab · https://en.wikipedia.org/wiki/Marquette_University_Humanoid_Engineering_%26_Intelligent_Robotics_Lab
  2. https://humanoid.robocup.org/qualification/2014/428ec19713672c0c6307fc9121ae5eedb0faa77f/MU-L8%20Robot%20Specs.pdf

Common questions

What is MU-L8?
A humanoid robot designed and built by Marquette University's HEIR Lab under Professor Andrew B. Williams. Many of its parts were 3D printed. MU-L8 was featured on the cover of Milwaukee Magazine's November 2013 issue and competed at RoboCup 2014 in Brazil.
How much does MU-L8 cost?
MU-L8's price is not publicly disclosed. DEPLOY has no verified price on record for MU-L8 from Marquette University. Physical-AI systems like this are often sold through enterprise contracts or operated as a service rather than at a public list price; check the manufacturer for the latest.
Is MU-L8 actually deployed in the real world?
MU-L8 is at the research stage: it exists, but DEPLOY has no verified real-world deployment on record. Manufacturer capability claims should be read as claims pending independent verification.
Who makes MU-L8?
MU-L8 is made by Marquette University, based in Milwaukee, Wisconsin, USA, founded in 1881.
Can you buy MU-L8?
MU-L8 is at research stage and is not yet available for sale.
What are alternatives to MU-L8?
On the DEPLOY registry, comparable humanoid robots to MU-L8 include Walker S2, Digit, Unitree G1, Atlas.
How does MU-L8 compare to Walker S2?
MU-L8 and Walker S2 (UBTech Robotics · 18 deployments) are both humanoid robots on the DEPLOY registry. MU-L8 has 0 verified deployments on record. Compare both records for specs, safety, deployments, and verified-vs-claimed autonomy.
Is MU-L8 a top humanoid?
On DEPLOY's intelligence score, which blends verified deployments, safety, adoption, media, and IP signals, MU-L8 ranks in roughly the top 79% of humanoid models tracked by the registry.
What is MU-L8's maturity stage?
MU-L8 is at the research stage on the DEPLOY maturity ladder (research, prototype, pilot, commercial, production). Research stage means active development without commercial deployments on file.
Where is MU-L8 deployed?
No verified deployments of MU-L8 are currently on the DEPLOY registry. DEPLOY records deployments only when verified at a named site with a primary source; absence may reflect pre-deployment, research, or manufacturer-internal use.
Is MU-L8 safe?
MU-L8 has no incidents on record in the DEPLOY registry. This does not constitute a safety guarantee; it reflects the incidents DEPLOY has tracked and verified to date.
Methodology: Verified · 2 sources (no primary) · last reviewed 2026-10-03

Verification posture

Verified

Low confidence

Review state

Stable

Last reviewed 2026-10-03

Maturity + lifecycle

Maturity stage: research

Lifecycle: active

Architectural position

Cohort: humanoid

Sources by quality tier

1
knowledge-base
Knowledge base
1
unclassified
Unclassified source

The framework is documented at /methodology. Corrections at /corrections. Reviewer: DEPLOY editorial team.

Methodology surface for MU-L8.

Recent coverage

MU-L8 in third-party press