What Humanoid Do You
Want to Train?

Check compatibility of your humanoid platform with the Xsens-Robotics data collection stack. See which retargeting engines, training modes, and integrations are available for your robot.

Humanoid compatibility matrix

We’re actively expanding retargeting support across the humanoid ecosystem. Platforms marked “In Development” are in our active pipeline.

Fully Supported
AgiBot

A2

  • ✓ Retargeters: Westlake, XsensTargeter, GMR, MPI
  • ✓ Full body training
  • ✓ Hand and finger capture
  • ✓ Teleop validated
  • ✓ Sim environment: Isaac Sim
Unitree

G1

  • ✓ Retargeters: XsensTargeter, Westlake, GMR, MPI
  • ✓ Full body training
  • ✓ Hand and finger capture
  • ✓ Teleop validated
  • ✓ Sim environment: Isaac Sim
In Development
Unitree

H1

  • ✓ Full body training
  • ✓ Sim environment: MuJoCo
  • • In dev: Retargeter (Westlake)
  • • In dev: Hand and finger capture
  • • In dev: Teleop
Tesla

Optimus

  • • In dev: Retargeter (Westlake)
  • • In dev: Full body training
  • • In dev: Hand and finger capture
  • • In dev: Sim environment
Figure AI

Figure 02

  • ✓ Hand and finger capture
  • • In dev: Retargeter (GMR)
  • • In dev: Full body training
  • • In dev: Sim environment
Figure AI

Figure 03

  • • In dev: Retargeter (GMR)
  • • In dev: Full body training
  • • In dev: Hand and finger capture
NEURA Robotics

4NE-1

  • • In dev: Retargeter (MPI)
  • • In dev: Full body training
  • • In dev: Hand and finger capture
  • • In dev: Teleop
  • • In dev: Sim environment
Kepler

Forerunner K2

  • • In dev: Retargeter (Westlake)
  • • In dev: Full body training
1X Technologies

NEO

  • • In dev: Retargeter (GMR)
  • • In dev: Full body training
  • • In dev: Sim environment
Not Yet Supported
Agility Robotics

Digit

Not yet on the roadmap. Contact us to discuss support.

Boston Dynamics

Atlas

Not yet on the roadmap. Contact us to discuss support.

Apptronik

Apollo

Not yet on the roadmap. Contact us to discuss support.

Sanctuary AI

Phoenix

Not yet on the roadmap. Contact us to discuss support.

Fourier

GR-2

Not yet on the roadmap. Contact us to discuss support.

XPeng

Iron

Not yet on the roadmap. Contact us to discuss support.

UBTech

Walker S2

Not yet on the roadmap. Contact us to discuss support.

Sunday Robotics

Memo

Not yet on the roadmap. Contact us to discuss support.

Dexmate

Vega

Not yet on the roadmap. Contact us to discuss support.

Astribot

Astribot

Not yet on the roadmap. Contact us to discuss support.

Dobot

Dobot

Not yet on the roadmap. Contact us to discuss support.

Yes Fully supported & validated
In Dev Active development, coming soon
No Not yet available

Supported retargeting partners

Xsens-Robotics

XsensTargeter

Xsens-Robotics’ own real-time retargeting engine. Optimized for live teleoperation with minimal latency. Currently supports Unitree G1 and AgiBot A2.

Research

Westlake

Advanced cross-embodiment transfer algorithms from Westlake’s robotics lab. Handles diverse morphologies with physics-aware optimization.

Research

GMR (Stanford)

Generalized Motion Retargeting framework from Stanford University. Broad humanoid compatibility with learned correspondence models for accurate motion transfer.

Research

MPI (Max Planck)

SMPL/SOMA body model integration from the Max Planck Institute. Physics-informed retargeting with body shape and pose estimation.

Don’t see your humanoid?

We’re adding new platforms continuously. Contact us to discuss retargeting support for your specific humanoid robot or to prioritize your platform in our development roadmap.

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