Joints and end effectors that produce the action vector recorded in datasets.
Arm joints
×7Torque-controlled rotary
87 N·m J1–J4, 12 N·m J5–J7
Franka Hand
×1Parallel two-finger gripper
80 mm stroke, 70 N grasp force
The drive units inside those joints, with torque and reduction details.
Integrated joint drive
BLDC + harmonic drive
link-side torque sensor per joint
Observation streams available to a policy running on this platform.
Joint torque sensors
Strain-gauge, link side
all 7 joints, 1 kHz
Joint encoders
Dual absolute
motor and link side
Wrist camera (typical add-on)
RGB-D
RealSense D405/D435 in most datasets
The reference research arm behind DROID, robomimic and many Open X-Embodiment subsets.
Resolving related models, datasets and papers…
Source: UC Berkeley RAIL
Source: Hugging Face LeRobot
Source: Stanford IRIS & REAL Labs
Source: UT Austin RobIn Lab