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Implementation:Haosulab ManiSkill PandaWristCam

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Domains Robotics, Simulation, Manipulation
Last Updated 2026-02-15 08:00 GMT

Overview

Concrete tool for simulating the Panda arm with a wrist-mounted RealSense camera in ManiSkill environments.

Description

PandaWristCam extends the standard Panda robot with a wrist-mounted Intel RealSense camera. It inherits all 7 arm joints and 2 gripper joints from the Panda class but uses a different URDF (panda_v3.urdf) that includes the camera link. The hand camera is a 128x128 resolution sensor with pi/2 field of view, mounted on camera_link. All controller configurations, keyframes, and helper methods are inherited from the Panda base class.

uid: panda_wristcam

URDF path: {PACKAGE_ASSET_DIR}/robots/panda/panda_v3.urdf

Supported control modes: (inherited from Panda) pd_joint_delta_pos, pd_joint_pos, pd_ee_delta_pos, pd_ee_delta_pose, pd_ee_pose, pd_joint_target_delta_pos, pd_ee_target_delta_pos, pd_ee_target_delta_pose, pd_joint_vel, pd_joint_pos_vel, pd_joint_delta_pos_vel

Usage

Use PandaWristCam for visual manipulation tasks that require a hand-eye camera for close-up observation of the workspace and grasped objects. Suitable for eye-in-hand visual servoing and manipulation policies that rely on wrist camera observations.

Code Reference

Source Location

Signature

@register_agent()
class PandaWristCam(Panda):
    """Panda arm robot with the real sense camera attached to gripper"""
    uid = "panda_wristcam"
    urdf_path = f"{PACKAGE_ASSET_DIR}/robots/panda/panda_v3.urdf"

Import

from mani_skill.agents.robots.panda.panda_wristcam import PandaWristCam

I/O Contract

Inputs

Name Type Required Description
(inherited from BaseAgent)

Outputs

Name Type Description
robot agent PandaWristCam Configured Panda arm with wrist-mounted RealSense camera sensor

Usage Examples

Creating Environment with Robot

import gymnasium as gym
import mani_skill.envs

env = gym.make("PickCube-v1", robot_uids="panda_wristcam")
obs, info = env.reset()

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