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SARM-DATASET-TEST

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+ ---
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+ license: mit
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+ task_categories:
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+ - robotics
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+ tags:
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+ - LeRobot
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+ - aloha
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+ configs:
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+ - config_name: default
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+ data_files: data/*/*.parquet
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+ ---
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+
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+ This dataset was created using [LeRobot](https://github.com/huggingface/lerobot).
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+
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+ ## Dataset Description
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+
17
+
18
+
19
+ - **Homepage:** https://mobile-aloha.github.io/
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+ - **Paper:** https://arxiv.org/abs/2401.02117
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+ - **License:** mit
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+
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+ ## Dataset Structure
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+
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+ [meta/info.json](meta/info.json):
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+ ```json
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+ {
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+ "codebase_version": "v2.0",
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+ "robot_type": "aloha",
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+ "total_episodes": 50,
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+ "total_frames": 55000,
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+ "total_tasks": 1,
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+ "total_videos": 150,
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+ "total_chunks": 1,
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+ "chunks_size": 1000,
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+ "fps": 50,
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+ "splits": {
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+ "train": "0:50"
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+ },
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+ "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
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+ "video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4",
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+ "features": {
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+ "observation.images.cam_high": {
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+ "dtype": "video",
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+ "shape": [
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+ 480,
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+ 640,
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+ 3
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+ ],
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+ "names": [
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+ "height",
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+ "width",
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+ "channel"
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+ ],
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+ "video_info": {
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+ "video.fps": 50.0,
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+ "video.codec": "av1",
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+ "video.pix_fmt": "yuv420p",
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+ "video.is_depth_map": false,
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+ "has_audio": false
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+ }
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+ },
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+ "observation.images.cam_left_wrist": {
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+ "dtype": "video",
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+ 480,
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+ 640,
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+ 3
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+ ],
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+ "names": [
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+ "height",
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+ "width",
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+ "channel"
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+ ],
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+ "video_info": {
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+ "video.fps": 50.0,
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+ "video.codec": "av1",
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+ "video.pix_fmt": "yuv420p",
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+ "video.is_depth_map": false,
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+ "has_audio": false
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+ }
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+ },
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+ "dtype": "video",
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+ "shape": [
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+ 480,
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+ 640,
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+ 3
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+ ],
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+ "names": [
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+ "height",
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+ "width",
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+ "channel"
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+ ],
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+ "video.fps": 50.0,
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+ "video.codec": "av1",
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+ "video.pix_fmt": "yuv420p",
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+ "video.is_depth_map": false,
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+ "has_audio": false
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+ }
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+ },
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+ "observation.state": {
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+ "dtype": "float32",
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+ "shape": [
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+ 14
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+ ],
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+ "names": {
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+ "motors": [
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+ "left_wrist_rotate",
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+ "left_gripper",
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+ "right_shoulder",
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+ "right_elbow",
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+ "right_forearm_roll",
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+ "right_wrist_angle",
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+ "right_wrist_rotate",
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+ "right_gripper"
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+ ]
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+ }
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+ },
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+ "observation.effort": {
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+ "dtype": "float32",
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+ "shape": [
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+ 14
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+ ],
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+ "names": {
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+ "motors": [
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+ "left_waist",
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+ "left_shoulder",
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+ "left_elbow",
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+ "left_forearm_roll",
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+ "left_wrist_angle",
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+ "left_wrist_rotate",
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+ "left_gripper",
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+ "right_waist",
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+ "right_shoulder",
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+ "right_elbow",
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+ "right_forearm_roll",
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+ "right_wrist_angle",
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+ "right_wrist_rotate",
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+ "right_gripper"
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+ ]
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+ }
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+ },
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+ "action": {
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+ "dtype": "float32",
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+ "shape": [
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+ 14
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+ ],
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+ "names": {
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+ "motors": [
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+ "left_waist",
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+ "left_shoulder",
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+ "left_elbow",
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+ "left_forearm_roll",
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+ "left_wrist_angle",
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+ "left_wrist_rotate",
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+ "left_gripper",
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+ "right_waist",
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+ "right_shoulder",
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+ "right_elbow",
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+ "right_forearm_roll",
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+ "right_wrist_angle",
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+ "right_wrist_rotate",
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+ "right_gripper"
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+ ]
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+ }
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+ },
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+ "episode_index": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null
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+ },
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+ "frame_index": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null
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+ },
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+ "timestamp": {
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+ "dtype": "float32",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null
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+ },
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+ "next.done": {
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+ "dtype": "bool",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null
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+ },
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+ "index": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null
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+ },
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+ "task_index": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null
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+ }
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+ }
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+ }
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+ ```
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+
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+
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+ ## Citation
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+
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+ **BibTeX:**
225
+
226
+ ```bibtex
227
+ @inproceedings{fu2024mobile,
228
+ author = {Fu, Zipeng and Zhao, Tony Z. and Finn, Chelsea},
229
+ title = {Mobile ALOHA: Learning Bimanual Mobile Manipulation with Low-Cost Whole-Body Teleoperation},
230
+ booktitle = {arXiv},
231
+ year = {2024},
232
+ }
233
+ ```
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