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Co-authored-by: Baruch Tabanpour <[email protected]> Co-authored-by: Ayzaan Wahid <[email protected]> Co-authored-by: Yuval Tassa <[email protected]> PiperOrigin-RevId: 604462695 Change-Id: I118402267efec26697f68faf14dc5e3996fbf403
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Copyright (c) 2023, Trossen Robotics | ||
All rights reserved. | ||
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Redistribution and use in source and binary forms, with or without | ||
modification, are permitted provided that the following conditions are met: | ||
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1. Redistributions of source code must retain the above copyright notice, this | ||
list of conditions and the following disclaimer. | ||
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2. Redistributions in binary form must reproduce the above copyright notice, | ||
this list of conditions and the following disclaimer in the documentation | ||
and/or other materials provided with the distribution. | ||
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3. Neither the name of the copyright holder nor the names of its | ||
contributors may be used to endorse or promote products derived from | ||
this software without specific prior written permission. | ||
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THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" | ||
AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE | ||
IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE | ||
DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE | ||
FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL | ||
DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR | ||
SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER | ||
CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, | ||
OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE | ||
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. |
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# ALOHA Description (MJCF) | ||
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Requires MuJoCo 2.2.2 or later. | ||
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## Overview | ||
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This package contains a simplified robot description (MJCF) of the bimanual [ALOHA 2](https://aloha-2.github.io/) robot. It is derived from the publicly available [ViperX 300 6DOF](https://github.com/google-deepmind/mujoco_menagerie/tree/main/trossen_vx300s) MJCF model. | ||
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<p float="left"> | ||
<img src="aloha.png" width="400"> | ||
<img src="aloha_wrist.png" width="400"> | ||
</p> | ||
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## URDF → MJCF derivation steps | ||
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1. Branched XML from [ViperX 300](../trossen_vx300s/), duplicating robot kinematic tree twice, one for the left arm and one for the right arm. | ||
2. Replaced default ViperX gripper model with the updated ALOHA 2 design and modeled the actuation using a position controlled linear actuator with an equality constraint between the left and right gripper fingers. | ||
3. Performed system identification of actuator gain and torque limits and joint damping, armature and friction parameters as follows: | ||
1. Collected 11 trajectories in real using the leader arms consisting of sinusoidal motions targeting the control limits of the motors in the follower arms. | ||
2. Recorded joint positions and velocities on the follower arms. | ||
3. Solved a box-constrained nonlinear least squares problem that minimizes the residual between real and simulated data. | ||
4. Updated aforementioned parameters in the MJCF model. | ||
4. Added `scene.xml` which includes the robots mounted on an aluminum extrusion frame bolted to a wooden table. | ||
5. Added 4 cameras: overhead camera, worms-eye camera and left and right wrist cameras. The intrinsic parameters of the simulated cameras are matched with an [Intel RealSense D405](https://www.intelrealsense.com/depth-camera-d405/). | ||
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## License | ||
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This model is released under a [BSD-3-Clause License](LICENSE). | ||
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## Publications | ||
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If you use this model in your work, please use the following citation: | ||
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```bibtex | ||
@misc{aloha2_2024, | ||
title = {ALOHA 2: An Enhanced Low-Cost Hardware for Bimanual Teleoperation}, | ||
url = {https://aloha-2.github.io/}, | ||
author = {ALOHA 2 Team}, | ||
year = {2024}, | ||
} | ||
``` |
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