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Example Gallery

Contents

  • Franka Panda
  • UR5e with Collision Avoidance
  • Bimanual manipulation with ALOHA
  • Dexterous hand + arm
  • Mobile Manipulation with TidyBot
  • Humanoid

Example Gallery#

The following examples demonstrate inverse-kinematics tasks of increasing complexity, from single-arm pose tracking to whole-body humanoid control.

Franka Panda#

End-effector pose tracking with posture regularization on a 7-DOF manipulator.

View source code

UR5e with Collision Avoidance#

Pose tracking with collision avoidance between the wrist and environment (floor, walls). Demonstrates CollisionAvoidanceLimit.

View source code

Bimanual manipulation with ALOHA#

Coordinated bimanual pose tracking with the ALOHA robot.

View source code

Dexterous hand + arm#

Combined arm and dexterous-hand control with an Allegro hand mounted on a KUKA IIWA arm.

View source code

Mobile Manipulation with TidyBot#

Mobile-base pose tracking with Stanford’s TidyBot platform.

View source code

Humanoid#

Whole-body control with a Unitree G1 humanoid.

View source code

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Rotations and Poses

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API Reference

Contents
  • Franka Panda
  • UR5e with Collision Avoidance
  • Bimanual manipulation with ALOHA
  • Dexterous hand + arm
  • Mobile Manipulation with TidyBot
  • Humanoid

By Kevin Zakka

© Copyright 2025, Kevin Zakka.