Printing a leader–follower pair for a few hundred dollars and collecting teleoperation data for imitation learning.
How we work with robotic arms
Robotic arms are the fastest way into physical AI. We build leader–follower setups that collect human demonstrations, train imitation-learning policies on them, and integrate humanoid arms for contact-rich work.
Leader–follower teleoperation rigs
Imitation-learning datasets and policies
Pick-and-place and assembly prototypes
Classroom robot-arm programmes
Related
More robotic arms platforms
Robotic arms
OpenArm
enactic/openarm
A fully open-source humanoid arm designed for physical-AI training and contact-rich interaction.
URDF modelsCAN-bus communication libraryBilateral teleoperationGenesis / MuJoCo RL interface
3.6kApache-2.0Details
Robotic arms
MeArm
MeArm/MeArm
The classic entry-level 4-DOF desktop arm, with complete laser-cut and 3D-print files (DXF / STL) plus Arduino and Raspberry Pi code.
4 degrees of freedomDXF / STL filesArduino codeRaspberry Pi code