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ROBOT DISTRIBUTION

Updated

USE CASE · INSPECTION, R&D AND EDUCATION

Humanoid robots for research: an open platform for locomotion and embodied AI

The lab works on a real humanoid body: it trains policies in simulation, transfers them to the robot and measures what holds up in the real world.

A Unitree G1 humanoid robot walks in the test room of a university lab, watched by two researchers.

IN BRIEF

Updated

  1. A research humanoid gives labs and universities a platform for locomotion, manipulation, imitation and reinforcement learning, and human-robot interaction.

  2. The Unitree G1 stands 1.32 m, weighs about 35 kg, has 23 degrees of freedom (up to 43 on the EDU version) and runs about 2 h according to its manufacturer.

  3. Robot Distribution advises on the platform for your research programme, delivers it, commissions it with the team and provides support and maintenance.

WHY

Humanoid research

Embodied AI is validated on a real body: a walking or manipulation policy that works in simulation still has to cope with friction, impacts, noisy sensors and imperfect floors. For that, a lab needs an open, robust, available platform, not a home-made prototype.

The choice depends on the programme: a compact, light humanoid to run many locomotion trials, a more powerful platform for bimanual manipulation, a soft, touch-sensing body for human-robot interaction.

HOW IT RUNS

How a lab works with the humanoid.

  1. The platform is commissioned

    Delivery, handover, setup of the development workstation and safety rules for the test room, with the research team.

  2. Policies are trained in simulation

    The team trains its controllers or models on the robot's digital model, then prepares the transfer to the hardware.

  3. Trials run on a gantry

    First trials on the real robot run suspended or belayed, then free once the behaviour is stable.

  4. Data feed the next iteration

    Joint logs, images and measurements are recorded at every trial to correct the policy and prepare publications.

The Unitree G1 humanoid robot runs a walking trial suspended from a safety gantry.
First trials on a gantry, before free walking.
A PhD student compares on her screen the simulation and the real trial of the Unitree G1 robot.
Each real trial is compared with the simulation.

THE ROBOTS

Research humanoids in our catalogue.

  • Unitree G1

    Unitree G1

    Humanoids

    Height
    132 cm
    Degrees of freedom
    23 DOF
    Weight
    35 kg
    On order
    From €14,290 ex VATor €489/month in RaaS
  • Booster T2

    Booster T2

    Humanoids

    Payload
    10 kg
    Degrees of freedom
    31 DOF
    Weight
    42 kg
    On order
    From €34,890 ex VATor €1,189/month in RaaS
  • AGIBOT X2 Ultra

    AGIBOT X2 Ultra

    Humanoids

    Height
    131 cm
    Degrees of freedom
    31 DOF
    Weight
    39 kg
    On order
    From €45,490 ex VATor €1,549/month in RaaS
  • Fourier GR-3

    Fourier GR-3

    Humanoids

    Height
    165 cm
    Weight
    71 kg
    Degrees of freedom
    55 DOF
    On order
    From €126,990 ex VATor €4,319/month in RaaS
Inspection, R&D and education

BEFORE INSTALLING

What we check with the lab before delivery.

  1. The research programme

    Locomotion, manipulation, interaction or demonstration: it sets the degrees of freedom, hands and computing power you need.

  2. Software openness

    Joint access, development interfaces and the robot model for simulation: what the chosen version really allows.

  3. The test room

    Clear floor space, surface, gantry or safety harness, marked area and emergency stop procedure.

  4. Support and parts

    Who steps in after a breakage, which parts are available and how requests are handled, before the project depends on it.

RULES AND STANDARDS

Rules for running a humanoid robot in a research lab

A research humanoid sits between machinery law, standards still being written and the lab's own obligations to staff and study participants.

  1. Machinery Regulation and the research exclusion

    Regulation (EU) 2023/1230 replaces the Machinery Directive and applies from 20 January 2027. Article 2(2)(m) excludes machinery specially designed and constructed for research purposes for temporary use in laboratories. A humanoid bought off the shelf is not necessarily in that case. Ask the supplier which conformity marking and declaration come with the robot you order.

  2. A legged-robot safety standard in progress

    ISO/CD 25785-1, under development at ISO/TC 299, covers safety requirements for dynamically stable industrial mobile robots, including bipeds, in settings where public access is restricted. It is a committee draft, not a published standard. Labs can follow its progress to anticipate future requirements, without treating it as a reference yet.

  3. The test room in the risk assessment

    Article R4121-1 of the French Labour Code requires the employer to record the occupational risk assessment in a single document (document unique) and keep it up to date, by work unit. A falling robot, pinch points and emergency stop procedures belong in it. Check with your prevention adviser that the humanoid test area is listed.

  4. Participants in interaction studies

    When a human-robot interaction study films or records participants, the GDPR applies. The CNIL stresses that research is not a legal basis in itself: choose consent, public-interest mission or legitimate interest before collecting data. GDPR consent is distinct from agreeing to take part in the study. Check the framework with your data protection officer.

FAQ

Researchers' questions about humanoid robots.

Which humanoid for locomotion research?

A compact platform keeps breakage risk and cost down. The Unitree G1 (1.32 m, about 35 kg) is driven by imitation and reinforcement learning according to its manufacturer; the Booster T2 (about 1.40 m, 31 degrees of freedom) walks at up to 3 m/s.

And for bimanual manipulation?

The Booster T2 is rated for a 10 kg dual-arm payload with 7-DOF arms; the AGIBOT X2 Ultra has 31 degrees of freedom and takes the brand's hands and grippers, sold separately, according to their manufacturers.

Can we develop our own controllers?

Yes, that is what the development versions are for: G1 EDU, T2 Education and Professional, secondary development on the X2 Ultra. The level of access differs by version, and we check it with you before ordering.

A humanoid for human-robot interaction?

The Fourier GR-3 is designed for interaction: 1.65 m, 55 degrees of freedom, a soft shell and 31 pressure sensors according to its manufacturer.

USE CASES

Tell us about your research programme. We propose the right platform and version.

Robots, acquisition mode and delivery terms, in one written proposal.