Copy AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers into RoboCOIN_useable
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/.gitattributes +59 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/README.md +327 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/annotations/eef_acc_mag_annotation.jsonl +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/annotations/eef_direction_annotation.jsonl +7 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/annotations/eef_velocity_annotation.jsonl +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/annotations/gripper_activity_annotation.jsonl +4 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/annotations/gripper_mode_annotation.jsonl +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/annotations/scene_annotations.jsonl +50 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/annotations/subtask_annotations.jsonl +8 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000000.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000001.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000002.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000003.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000004.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000005.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000006.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000007.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000008.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000009.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000010.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000011.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000012.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000013.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000014.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000015.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000016.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000017.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000018.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000019.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000020.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000021.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000022.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000023.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000024.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000025.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000026.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000027.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000028.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000029.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000030.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000031.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000032.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000033.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000034.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000035.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000036.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000037.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000038.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000039.parquet +3 -0
- AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000040.parquet +3 -0
AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/.gitattributes
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AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/README.md
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| 1 |
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---
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task_categories:
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| 3 |
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- robotics
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| 4 |
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language:
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- en
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- zh
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extra_gated_prompt: 'By accessing this dataset, you agree to cite the associated paper in your research/publications—see the "Citation" section for details. You agree to not use the dataset to conduct experiments that cause harm to human subjects.'
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extra_gated_fields:
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Company/Organization:
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type: 'text'
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| 18 |
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description: 'e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"'
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Country:
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type: 'country'
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| 22 |
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description: 'e.g., "Germany", "China", "United States"'
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tags:
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- RoboCOIN
|
| 28 |
+
- LeRobot
|
| 29 |
+
|
| 30 |
+
frame_range: 10K-100K
|
| 31 |
+
|
| 32 |
+
license: apache-2.0
|
| 33 |
+
|
| 34 |
+
configs:
|
| 35 |
+
- config_name: default
|
| 36 |
+
data_files: data/*/*.parquet
|
| 37 |
+
---
|
| 38 |
+
|
| 39 |
+
# AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers
|
| 40 |
+
|
| 41 |
+
## 📋 Overview
|
| 42 |
+
|
| 43 |
+
This dataset uses an extended format based on LeRobot and is fully compatible with LeRobot.
|
| 44 |
+
|
| 45 |
+
**Robot Type:** `discover_robotics_aitbot_mmk2`
|
| 46 |
+
| **Codebase Version:** `v2.1`
|
| 47 |
+
**End-Effector Type:** `five_finger_hand`
|
| 48 |
+
|
| 49 |
+
## 🏠 Scene Types
|
| 50 |
+
|
| 51 |
+
This dataset covers the following scene types:
|
| 52 |
+
- `home`
|
| 53 |
+
|
| 54 |
+
|
| 55 |
+
## 🤖 Atomic Actions
|
| 56 |
+
|
| 57 |
+
This dataset includes the following atomic actions:
|
| 58 |
+
- `grasp`
|
| 59 |
+
- `place`
|
| 60 |
+
- `pick`
|
| 61 |
+
|
| 62 |
+
|
| 63 |
+
## 📊 Dataset Statistics
|
| 64 |
+
|
| 65 |
+
| Metric | Value |
|
| 66 |
+
|--------|-------|
|
| 67 |
+
| **Total Episodes** | 49 |
|
| 68 |
+
| **Total Frames** | 25318 |
|
| 69 |
+
| **Total Tasks** | 1 |
|
| 70 |
+
| **Total Videos** | 196 |
|
| 71 |
+
| **Total Chunks** | 1 |
|
| 72 |
+
| **Chunk Size** | 1000 |
|
| 73 |
+
| **FPS** | 30 |
|
| 74 |
+
| **Dataset Size** | 826.8MB |
|
| 75 |
+
|
| 76 |
+
|
| 77 |
+
## 👥 Authors
|
| 78 |
+
|
| 79 |
+
### Contributors
|
| 80 |
+
This dataset is contributed by:
|
| 81 |
+
- [RoboCOIN](https://flagopen.github.io/RoboCOIN/) - RoboCOIN Team
|
| 82 |
+
|
| 83 |
+
|
| 84 |
+
## 🔗 Links
|
| 85 |
+
|
| 86 |
+
- **🏠 Homepage:** [https://flagopen.github.io/RoboCOIN/](https://flagopen.github.io/RoboCOIN/)
|
| 87 |
+
- **📄 Paper:** [https://arxiv.org/abs/2511.17441](https://arxiv.org/abs/2511.17441)
|
| 88 |
+
- **💻 Repository:** [https://github.com/FlagOpen/RoboCOIN](https://github.com/FlagOpen/RoboCOIN)
|
| 89 |
+
- **🌐 Project Page:** [https://flagopen.github.io/RoboCOIN/](https://flagopen.github.io/RoboCOIN/)
|
| 90 |
+
- **🐛 Issues:** [https://github.com/FlagOpen/RoboCOIN/issues](https://github.com/FlagOpen/RoboCOIN/issues)
|
| 91 |
+
- **📜 License:** apache-2.0
|
| 92 |
+
|
| 93 |
+
## 🏷️ Dataset Tags
|
| 94 |
+
|
| 95 |
+
- `RoboCOIN`
|
| 96 |
+
- `LeRobot`
|
| 97 |
+
|
| 98 |
+
|
| 99 |
+
## 🎯 Task Descriptions
|
| 100 |
+
|
| 101 |
+
### Primary Tasks
|
| 102 |
+
Use one hand to pick up the piano and place it on the white lid, then use your other hand to pick up the pointed nose pliers and place them on the white lid.
|
| 103 |
+
|
| 104 |
+
### Sub-Tasks
|
| 105 |
+
This dataset includes 8 distinct subtasks:
|
| 106 |
+
|
| 107 |
+
1. **End**
|
| 108 |
+
2. **Static**
|
| 109 |
+
3. **Place the tongs on the white lid with the right gripper**
|
| 110 |
+
4. **Grasp the tongs with the right gripper**
|
| 111 |
+
5. **Place the xylophone on the white lid with the left gripper**
|
| 112 |
+
6. **Grasp the xylophone with the left gripper**
|
| 113 |
+
7. **Abnormal**
|
| 114 |
+
8. **null**
|
| 115 |
+
|
| 116 |
+
|
| 117 |
+
## 🎥 Camera Views
|
| 118 |
+
|
| 119 |
+
This dataset includes 4 camera views.
|
| 120 |
+
|
| 121 |
+
## 🏷️ Available Annotations
|
| 122 |
+
|
| 123 |
+
This dataset includes rich annotations to support diverse learning approaches:
|
| 124 |
+
|
| 125 |
+
### Subtask Annotations
|
| 126 |
+
- **Subtask Segmentation**: Fine-grained subtask segmentation and labeling
|
| 127 |
+
### Scene Annotations
|
| 128 |
+
- **Scene-level Descriptions**: Semantic scene classifications and descriptions
|
| 129 |
+
### End-Effector Annotations
|
| 130 |
+
- **Direction**: Movement direction classifications for robot end-effectors
|
| 131 |
+
- **Velocity**: Velocity magnitude categorizations during manipulation
|
| 132 |
+
- **Acceleration**: Acceleration magnitude classifications for motion analysis
|
| 133 |
+
|
| 134 |
+
|
| 135 |
+
### Gripper Annotations
|
| 136 |
+
- **Gripper Mode**: Open/close state annotations for gripper control
|
| 137 |
+
- **Gripper Activity**: Activity state classifications (active/inactive)
|
| 138 |
+
|
| 139 |
+
|
| 140 |
+
### Additional Features
|
| 141 |
+
- **End-Effector Simulation Pose**: 6D pose information for end-effectors in simulation space
|
| 142 |
+
- Available for both state and action
|
| 143 |
+
- **Gripper Opening Scale**: Continuous gripper opening measurements
|
| 144 |
+
- Available for both state and action
|
| 145 |
+
|
| 146 |
+
|
| 147 |
+
## 📂 Data Splits
|
| 148 |
+
|
| 149 |
+
The dataset is organized into the following splits:
|
| 150 |
+
|
| 151 |
+
- **Training**: Episodes 0:48
|
| 152 |
+
|
| 153 |
+
|
| 154 |
+
## 📁 Dataset Structure
|
| 155 |
+
|
| 156 |
+
This dataset follows the LeRobot format and contains the following components:
|
| 157 |
+
|
| 158 |
+
### Data Files
|
| 159 |
+
- **Videos**: Compressed video files containing RGB camera observations
|
| 160 |
+
- **State Data**: Robot joint positions, velocities, and other state information
|
| 161 |
+
- **Action Data**: Robot action commands and trajectories
|
| 162 |
+
- **Metadata**: Episode metadata, timestamps, and annotations
|
| 163 |
+
|
| 164 |
+
### File Organization
|
| 165 |
+
- **Data Path Pattern**: `data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet`
|
| 166 |
+
- **Video Path Pattern**: `videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4`
|
| 167 |
+
- **Chunking**: Data is organized into 1 chunk(s)
|
| 168 |
+
of size 1000
|
| 169 |
+
|
| 170 |
+
|
| 171 |
+
### Features Schema
|
| 172 |
+
|
| 173 |
+
The dataset includes the following features:
|
| 174 |
+
|
| 175 |
+
#### Visual Observations
|
| 176 |
+
- **observation.images.cam_high_rgb**: video
|
| 177 |
+
- FPS: 30
|
| 178 |
+
- Codec: av1- **observation.images.cam_left_wrist_rgb**: video
|
| 179 |
+
- FPS: 30
|
| 180 |
+
- Codec: av1- **observation.images.cam_right_wrist_rgb**: video
|
| 181 |
+
- FPS: 30
|
| 182 |
+
- Codec: av1- **observation.images.cam_third_view**: video
|
| 183 |
+
- FPS: 30
|
| 184 |
+
- Codec: av1
|
| 185 |
+
|
| 186 |
+
#### State and Action- **observation.state**: float32- **action**: float32
|
| 187 |
+
|
| 188 |
+
#### Temporal Information
|
| 189 |
+
- **timestamp**: float32
|
| 190 |
+
- **frame_index**: int64
|
| 191 |
+
- **episode_index**: int64
|
| 192 |
+
- **index**: int64
|
| 193 |
+
- **task_index**: int64
|
| 194 |
+
|
| 195 |
+
|
| 196 |
+
#### Annotations
|
| 197 |
+
- **subtask_annotation**: int32
|
| 198 |
+
- **scene_annotation**: int32
|
| 199 |
+
|
| 200 |
+
|
| 201 |
+
#### Motion Features
|
| 202 |
+
- **eef_sim_pose_state**: float32
|
| 203 |
+
- Dimensions: left_eef_pos_x, left_eef_pos_y, left_eef_pos_z, left_eef_ori_x, left_eef_ori_y, left_eef_ori_z, right_eef_pos_x, right_eef_pos_y, right_eef_pos_z, right_eef_ori_x, right_eef_ori_y, right_eef_ori_z
|
| 204 |
+
- **eef_sim_pose_action**: float32
|
| 205 |
+
- Dimensions: left_eef_pos_x, left_eef_pos_y, left_eef_pos_z, left_eef_ori_x, left_eef_ori_y, left_eef_ori_z, right_eef_pos_x, right_eef_pos_y, right_eef_pos_z, right_eef_ori_x, right_eef_ori_y, right_eef_ori_z
|
| 206 |
+
- **eef_direction_state**: int32
|
| 207 |
+
- Dimensions: left_eef_direction, right_eef_direction
|
| 208 |
+
- **eef_direction_action**: int32
|
| 209 |
+
- Dimensions: left_eef_direction, right_eef_direction
|
| 210 |
+
- **eef_velocity_state**: int32
|
| 211 |
+
- Dimensions: left_eef_velocity, right_eef_velocity
|
| 212 |
+
- **eef_velocity_action**: int32
|
| 213 |
+
- Dimensions: left_eef_velocity, right_eef_velocity
|
| 214 |
+
- **eef_acc_mag_state**: int32
|
| 215 |
+
- Dimensions: left_eef_acc_mag, right_eef_acc_mag
|
| 216 |
+
- **eef_acc_mag_action**: int32
|
| 217 |
+
- Dimensions: left_eef_acc_mag, right_eef_acc_mag
|
| 218 |
+
|
| 219 |
+
|
| 220 |
+
#### Gripper Features
|
| 221 |
+
|
| 222 |
+
|
| 223 |
+
### Meta Information
|
| 224 |
+
|
| 225 |
+
The complete dataset metadata is available in [meta/info.json](meta/info.json):
|
| 226 |
+
|
| 227 |
+
```json
|
| 228 |
+
{"codebase_version": "v2.1", "robot_type": "discover_robotics_aitbot_mmk2", "total_episodes": 49, "total_frames": 25318, "total_tasks": 1, "total_videos": 196, "total_chunks": 1, "chunks_size": 1000, "fps": 30, "splits": {"train": "0:48"}, "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", "video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4", "features": {"observation.images.cam_high_rgb": {"dtype": "video", "shape": [480, 640, 3], "names": ["height", "width", "channels"], "info": {"video.height": 480, "video.width": 640, "video.codec": "av1", "video.pix_fmt": "yuv420p", "video.is_depth_map": false, "video.fps": 30, "video.channels": 3, "has_audio": false}}, "observation.images.cam_left_wrist_rgb": {"dtype": "video", "shape": [480, 640, 3], "names": ["height", "width", "channels"], "info": {"video.height": 480, "video.width": 640, "video.codec": "av1", "video.pix_fmt": "yuv420p", "video.is_depth_map": false, "video.fps": 30, "video.channels": 3, "has_audio": false}}, "observation.images.cam_right_wrist_rgb": {"dtype": "video", "shape": [480, 640, 3], "names": ["height", "width", "channels"], "info": {"video.height": 480, "video.width": 640, "video.codec": "av1", "video.pix_fmt": "yuv420p", "video.is_depth_map": false, "video.fps": 30, "video.channels": 3, "has_audio": false}}, "observation.images.cam_third_view": {"dtype": "video", "shape": [480, 640, 3], "names": ["height", "width", "channels"], "info": {"video.height": 480, "video.width": 640, "video.codec": "av1", "video.pix_fmt": "yuv420p", "video.is_depth_map": false, "video.fps": 30, "video.channels": 3, "has_audio": false}}, "observation.state": {"dtype": "float32", "shape": [36], "names": ["left_arm_joint_1_rad", "left_arm_joint_2_rad", "left_arm_joint_3_rad", "left_arm_joint_4_rad", "left_arm_joint_5_rad", "left_arm_joint_6_rad", "right_arm_joint_1_rad", "right_arm_joint_2_rad", "right_arm_joint_3_rad", "right_arm_joint_4_rad", "right_arm_joint_5_rad", "right_arm_joint_6_rad", "left_hand_joint_1_rad", "left_hand_joint_2_rad", "left_hand_joint_3_rad", "left_hand_joint_4_rad", "left_hand_joint_5_rad", "left_hand_joint_6_rad", "left_hand_joint_7_rad", "left_hand_joint_8_rad", "left_hand_joint_9_rad", "left_hand_joint_10_rad", "left_hand_joint_11_rad", "left_hand_joint_12_rad", "right_hand_joint_1_rad", "right_hand_joint_2_rad", "right_hand_joint_3_rad", "right_hand_joint_4_rad", "right_hand_joint_5_rad", "right_hand_joint_6_rad", "right_hand_joint_7_rad", "right_hand_joint_8_rad", "right_hand_joint_9_rad", "right_hand_joint_10_rad", "right_hand_joint_11_rad", "right_hand_joint_12_rad"]}, "action": {"dtype": "float32", "shape": [36], "names": ["left_arm_joint_1_rad", "left_arm_joint_2_rad", "left_arm_joint_3_rad", "left_arm_joint_4_rad", "left_arm_joint_5_rad", "left_arm_joint_6_rad", "right_arm_joint_1_rad", "right_arm_joint_2_rad", "right_arm_joint_3_rad", "right_arm_joint_4_rad", "right_arm_joint_5_rad", "right_arm_joint_6_rad", "left_hand_joint_1_rad", "left_hand_joint_2_rad", "left_hand_joint_3_rad", "left_hand_joint_4_rad", "left_hand_joint_5_rad", "left_hand_joint_6_rad", "left_hand_joint_7_rad", "left_hand_joint_8_rad", "left_hand_joint_9_rad", "left_hand_joint_10_rad", "left_hand_joint_11_rad", "left_hand_joint_12_rad", "right_hand_joint_1_rad", "right_hand_joint_2_rad", "right_hand_joint_3_rad", "right_hand_joint_4_rad", "right_hand_joint_5_rad", "right_hand_joint_6_rad", "right_hand_joint_7_rad", "right_hand_joint_8_rad", "right_hand_joint_9_rad", "right_hand_joint_10_rad", "right_hand_joint_11_rad", "right_hand_joint_12_rad"]}, "timestamp": {"dtype": "float32", "shape": [1], "names": null}, "frame_index": {"dtype": "int64", "shape": [1], "names": null}, "episode_index": {"dtype": "int64", "shape": [1], "names": null}, "index": {"dtype": "int64", "shape": [1], "names": null}, "task_index": {"dtype": "int64", "shape": [1], "names": null}, "subtask_annotation": {"names": null, "dtype": "int32", "shape": [5]}, "scene_annotation": {"names": null, "dtype": "int32", "shape": [1]}, "eef_sim_pose_state": {"names": ["left_eef_pos_x", "left_eef_pos_y", "left_eef_pos_z", "left_eef_ori_x", "left_eef_ori_y", "left_eef_ori_z", "right_eef_pos_x", "right_eef_pos_y", "right_eef_pos_z", "right_eef_ori_x", "right_eef_ori_y", "right_eef_ori_z"], "dtype": "float32", "shape": [12]}, "eef_sim_pose_action": {"names": ["left_eef_pos_x", "left_eef_pos_y", "left_eef_pos_z", "left_eef_ori_x", "left_eef_ori_y", "left_eef_ori_z", "right_eef_pos_x", "right_eef_pos_y", "right_eef_pos_z", "right_eef_ori_x", "right_eef_ori_y", "right_eef_ori_z"], "dtype": "float32", "shape": [12]}, "eef_direction_state": {"names": ["left_eef_direction", "right_eef_direction"], "dtype": "int32", "shape": [2]}, "eef_direction_action": {"names": ["left_eef_direction", "right_eef_direction"], "dtype": "int32", "shape": [2]}, "eef_velocity_state": {"names": ["left_eef_velocity", "right_eef_velocity"], "dtype": "int32", "shape": [2]}, "eef_velocity_action": {"names": ["left_eef_velocity", "right_eef_velocity"], "dtype": "int32", "shape": [2]}, "eef_acc_mag_state": {"names": ["left_eef_acc_mag", "right_eef_acc_mag"], "dtype": "int32", "shape": [2]}, "eef_acc_mag_action": {"names": ["left_eef_acc_mag", "right_eef_acc_mag"], "dtype": "int32", "shape": [2]}}}
|
| 229 |
+
```
|
| 230 |
+
|
| 231 |
+
### Directory Structure
|
| 232 |
+
|
| 233 |
+
The dataset is organized as follows (showing leaf directories with first 5 files only):
|
| 234 |
+
|
| 235 |
+
```
|
| 236 |
+
AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers_qced_hardlink/
|
| 237 |
+
├── annotations/
|
| 238 |
+
│ ├── eef_acc_mag_annotation.jsonl
|
| 239 |
+
│ ├── eef_direction_annotation.jsonl
|
| 240 |
+
│ ├── eef_velocity_annotation.jsonl
|
| 241 |
+
│ ├── gripper_activity_annotation.jsonl
|
| 242 |
+
│ ├── gripper_mode_annotation.jsonl
|
| 243 |
+
│ └── (...)
|
| 244 |
+
├── data/
|
| 245 |
+
│ └── chunk-000/
|
| 246 |
+
│ ├── episode_000000.parquet
|
| 247 |
+
│ ├── episode_000001.parquet
|
| 248 |
+
│ ├── episode_000002.parquet
|
| 249 |
+
│ ├── episode_000003.parquet
|
| 250 |
+
│ ├── episode_000004.parquet
|
| 251 |
+
│ └── (...)
|
| 252 |
+
├── meta/
|
| 253 |
+
│ ├── episodes.jsonl
|
| 254 |
+
│ ├── episodes_stats.jsonl
|
| 255 |
+
│ ├── info.json
|
| 256 |
+
│ └── tasks.jsonl
|
| 257 |
+
└── videos/
|
| 258 |
+
└── chunk-000/
|
| 259 |
+
├── observation.images.cam_high_rgb/
|
| 260 |
+
│ ├── episode_000000.mp4
|
| 261 |
+
│ ├── episode_000001.mp4
|
| 262 |
+
│ ├── episode_000002.mp4
|
| 263 |
+
│ ├── episode_000003.mp4
|
| 264 |
+
│ ├── episode_000004.mp4
|
| 265 |
+
│ └── (...)
|
| 266 |
+
├── observation.images.cam_left_wrist_rgb/
|
| 267 |
+
│ ├── episode_000000.mp4
|
| 268 |
+
│ ├── episode_000001.mp4
|
| 269 |
+
│ ├── episode_000002.mp4
|
| 270 |
+
│ ├── episode_000003.mp4
|
| 271 |
+
│ ├── episode_000004.mp4
|
| 272 |
+
│ └── (...)
|
| 273 |
+
├── observation.images.cam_right_wrist_rgb/
|
| 274 |
+
│ ├── episode_000000.mp4
|
| 275 |
+
│ ├── episode_000001.mp4
|
| 276 |
+
│ ├── episode_000002.mp4
|
| 277 |
+
│ ├── episode_000003.mp4
|
| 278 |
+
│ ├── episode_000004.mp4
|
| 279 |
+
│ └── (...)
|
| 280 |
+
└── observation.images.cam_third_view/
|
| 281 |
+
├── episode_000000.mp4
|
| 282 |
+
├── episode_000001.mp4
|
| 283 |
+
├── episode_000002.mp4
|
| 284 |
+
├── episode_000003.mp4
|
| 285 |
+
├── episode_000004.mp4
|
| 286 |
+
└── (...)
|
| 287 |
+
```
|
| 288 |
+
|
| 289 |
+
|
| 290 |
+
## 📞 Contact and Support
|
| 291 |
+
|
| 292 |
+
For questions, issues, or feedback regarding this dataset, please contact:
|
| 293 |
+
- **Email:** None
|
| 294 |
+
For questions, issues, or feedback regarding this dataset, please contact us.
|
| 295 |
+
### Support
|
| 296 |
+
For technical support, please open an issue on our GitHub repository.
|
| 297 |
+
|
| 298 |
+
## 📄 License
|
| 299 |
+
|
| 300 |
+
This dataset is released under the **apache-2.0** license.
|
| 301 |
+
|
| 302 |
+
Please refer to the LICENSE file for full license terms and conditions.
|
| 303 |
+
|
| 304 |
+
|
| 305 |
+
## 📚 Citation
|
| 306 |
+
|
| 307 |
+
If you use this dataset in your research, please cite:
|
| 308 |
+
|
| 309 |
+
```bibtex
|
| 310 |
+
@article{robocoin,
|
| 311 |
+
title={RoboCOIN: An Open-Sourced Bimanual Robotic Data Collection for Integrated Manipulation},
|
| 312 |
+
author={Shihan Wu, Xuecheng Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin, Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang, Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie, Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian, Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong, He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang, Yonghua Lin, Zhongyuan Wang and Guocai Yao},
|
| 313 |
+
journal={arXiv preprint arXiv:2511.17441},
|
| 314 |
+
url = {https://arxiv.org/abs/2511.17441},
|
| 315 |
+
year={2025}
|
| 316 |
+
}
|
| 317 |
+
```
|
| 318 |
+
|
| 319 |
+
### Additional References
|
| 320 |
+
|
| 321 |
+
If you use this dataset, please also consider citing:
|
| 322 |
+
- LeRobot Framework: https://github.com/huggingface/lerobot
|
| 323 |
+
|
| 324 |
+
## 📌 Version Information
|
| 325 |
+
|
| 326 |
+
## Version History
|
| 327 |
+
- v1.0.0 (2025-11): Initial release
|
AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/annotations/eef_acc_mag_annotation.jsonl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"eef_acc_mag_index": 0, "eef_acc_mag": "constant"}
|
| 2 |
+
{"eef_acc_mag_index": 1, "eef_acc_mag": "accelerating"}
|
| 3 |
+
{"eef_acc_mag_index": 2, "eef_acc_mag": "decelerating"}
|
AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/annotations/eef_direction_annotation.jsonl
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"eef_direction_index": 0, "eef_direction": "forward"}
|
| 2 |
+
{"eef_direction_index": 1, "eef_direction": "backward"}
|
| 3 |
+
{"eef_direction_index": 2, "eef_direction": "left"}
|
| 4 |
+
{"eef_direction_index": 3, "eef_direction": "right"}
|
| 5 |
+
{"eef_direction_index": 4, "eef_direction": "up"}
|
| 6 |
+
{"eef_direction_index": 5, "eef_direction": "down"}
|
| 7 |
+
{"eef_direction_index": 6, "eef_direction": "still"}
|
AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/annotations/eef_velocity_annotation.jsonl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"eef_velocity_index": 0, "eef_velocity": "still"}
|
| 2 |
+
{"eef_velocity_index": 1, "eef_velocity": "slow"}
|
| 3 |
+
{"eef_velocity_index": 2, "eef_velocity": "fast"}
|
AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/annotations/gripper_activity_annotation.jsonl
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"gripper_activity_index": 0, "gripper_activity": "openning"}
|
| 2 |
+
{"gripper_activity_index": 1, "gripper_activity": "closing"}
|
| 3 |
+
{"gripper_activity_index": 2, "gripper_activity": "holding"}
|
| 4 |
+
{"gripper_activity_index": 3, "gripper_activity": "unknown"}
|
AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/annotations/gripper_mode_annotation.jsonl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"gripper_mode_index": 0, "gripper_mode": "open"}
|
| 2 |
+
{"gripper_mode_index": 1, "gripper_mode": "closed"}
|
| 3 |
+
{"gripper_mode_index": 2, "gripper_mode": "unknown"}
|
AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/annotations/scene_annotations.jsonl
ADDED
|
@@ -0,0 +1,50 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"scene_index": 0, "scene": "The colorful piano is located at the back left, the pointed nose plier box is on the right, and the lid is positioned in front."}
|
| 2 |
+
{"scene_index": 1, "scene": "The colorful piano is located at the back left. The pointed nose plier box is positioned on the right. The lid is placed at the front."}
|
| 3 |
+
{"scene_index": 2, "scene": "The colorful piano is located at the back-left, the pointed nose plier box is on the right, and the lid is at the front."}
|
| 4 |
+
{"scene_index": 3, "scene": "The colorful piano is at the center, with its lid open in front, a pointed nose plier box placed to the right."}
|
| 5 |
+
{"scene_index": 4, "scene": "The colorful piano is positioned at the back left. The lid is located at the front. The pointed nose plier box is placed on the right."}
|
| 6 |
+
{"scene_index": 5, "scene": "The colorful piano is positioned at the back left, the lid is in front of it, and the pointed nose plier box is on the right."}
|
| 7 |
+
{"scene_index": 6, "scene": "The colorful piano is positioned at the back left, while the pointed nose plier box is located on the right. The lid is situated at the front, possibly covering or related to another object nearby."}
|
| 8 |
+
{"scene_index": 7, "scene": "The colorful piano is positioned at the back left, the lid is in front, and the pointed nose plier box is located at the back right."}
|
| 9 |
+
{"scene_index": 8, "scene": "The colorful piano is positioned at the back left, with its lid open in front, and a pointed nose plier box located on the right side."}
|
| 10 |
+
{"scene_index": 9, "scene": "The colorful piano is at the back left, the lid is in front, and the pointed nose plier box is on the right."}
|
| 11 |
+
{"scene_index": 10, "scene": "The colorful piano is on the left, the lid is in front, and the pointed nose plier box is on the right."}
|
| 12 |
+
{"scene_index": 11, "scene": "The colorful piano is positioned at the back left, the lid is in front of it, and the pointed nose plier box is on the right."}
|
| 13 |
+
{"scene_index": 12, "scene": "The colorful piano is positioned at the back left, while the pointed nose plier box is located on the right. The lid is situated at the front, possibly covering or related to another object nearby."}
|
| 14 |
+
{"scene_index": 13, "scene": "The pointed nose plier box is located at the back right, while the colorful piano is positioned at the back left. The lid is placed in front."}
|
| 15 |
+
{"scene_index": 14, "scene": "The colorful piano is located at the back-left, the pointed-nose plier box is at the back-right, and the lid is positioned in front."}
|
| 16 |
+
{"scene_index": 15, "scene": "The colorful piano is at the back left, the lid is in front, and the pointed nose plier box is on the right."}
|
| 17 |
+
{"scene_index": 16, "scene": "The colorful piano is positioned at the back left, the pointed nose plier box is at the back right, and the lid is located at the front."}
|
| 18 |
+
{"scene_index": 17, "scene": "The colorful piano is positioned at the back left, with its lid open in front, and a pointed nose plier box located on the right side."}
|
| 19 |
+
{"scene_index": 18, "scene": "The colorful piano is located at the back left, the lid is positioned in front, and the pointed nose plier box is placed on the right."}
|
| 20 |
+
{"scene_index": 19, "scene": "The colorful piano is on the left, the pointed nose plier box is on the right, and the lid is in front."}
|
| 21 |
+
{"scene_index": 20, "scene": "The colorful piano is positioned at the back left, the lid is in front of it, and the pointed nose plier box is on the right."}
|
| 22 |
+
{"scene_index": 21, "scene": "The colorful piano is on the left, the lid is in front of it, and the pointed nose plier box is on the right."}
|
| 23 |
+
{"scene_index": 22, "scene": "The colorful piano is positioned at the back left, with the lid in front of it, and the pointed nose plier box placed at the back right."}
|
| 24 |
+
{"scene_index": 23, "scene": "The lid is at the front, the colorful piano is on the left, and the pointed nose plier box is on the right."}
|
| 25 |
+
{"scene_index": 24, "scene": "A colorful piano is positioned at the back left, a pointed nose plier box is placed at the back right, and a lid is located at the front."}
|
| 26 |
+
{"scene_index": 25, "scene": "The colorful piano is positioned at the back left, while the pointed nose plier box is located on the right. The lid is situated at the front, possibly covering or related to another object nearby."}
|
| 27 |
+
{"scene_index": 26, "scene": "A colorful piano is positioned at the back left, a pointed nose plier box is placed at the back right, and a lid is located at the front."}
|
| 28 |
+
{"scene_index": 27, "scene": "The colorful piano is positioned at the back left, the lid is located at the front, and the pointed nose plier box is placed at the back right."}
|
| 29 |
+
{"scene_index": 28, "scene": "The colorful piano is at the back left, the lid is in front, and the pointed nose plier box is on the right."}
|
| 30 |
+
{"scene_index": 29, "scene": "The colorful piano is at the back left, the pointed nose plier box is at the back right, and the lid is in front."}
|
| 31 |
+
{"scene_index": 30, "scene": "The colorful piano is positioned at the back left, while the pointed nose plier box is located on the right. The lid is situated at the front, possibly covering or related to another object nearby."}
|
| 32 |
+
{"scene_index": 31, "scene": "The colorful piano is on the left, the lid is in front, and the pointed nose plier box is on the right."}
|
| 33 |
+
{"scene_index": 32, "scene": "The colorful piano is positioned at the back-left, the pointed nose plier box is on the right, and the lid is located at the front."}
|
| 34 |
+
{"scene_index": 33, "scene": "The colorful piano is at the back left, the pointed nose plier box is at the back right, and the lid is in front."}
|
| 35 |
+
{"scene_index": 34, "scene": "A colorful piano is on the left, a pointed nose plier box is on the right, and a lid is in front."}
|
| 36 |
+
{"scene_index": 35, "scene": "The colorful piano is positioned at the back left, the lid is in front of it, and the pointed nose plier box is located at the back right."}
|
| 37 |
+
{"scene_index": 36, "scene": "The colorful piano is on the left, with its lid open in front, while a pointed nose plier box is placed on the right."}
|
| 38 |
+
{"scene_index": 37, "scene": "The colorful piano is located at the back-left, the lid is in front of it, and the pointed nose plier box is on the right side."}
|
| 39 |
+
{"scene_index": 38, "scene": "The colorful piano is located at the back-left, the pointed-nose plier box is at the back-right, and the lid is positioned in front."}
|
| 40 |
+
{"scene_index": 39, "scene": "The colorful piano is on the left, the lid is in front, and the pointed nose plier box is on the right."}
|
| 41 |
+
{"scene_index": 40, "scene": "The colorful piano is positioned at the back left, with its lid open in front of it, and a pointed nose plier box located at the back right."}
|
| 42 |
+
{"scene_index": 41, "scene": "The colorful piano is positioned at the back left, with its lid open in front, and a pointed nose plier box located on the right side."}
|
| 43 |
+
{"scene_index": 42, "scene": "The lid is at the front, the pointed nose plier box is positioned at the back right, and the colorful piano is located at the back left."}
|
| 44 |
+
{"scene_index": 43, "scene": "The colorful piano is located at the back left. The pointed nose plier box is positioned on the right. The lid is placed at the front."}
|
| 45 |
+
{"scene_index": 44, "scene": "The colorful piano is located at the back left, the pointed nose plier box is positioned on the right, and the lid is placed at the front."}
|
| 46 |
+
{"scene_index": 45, "scene": "The colorful piano is located at the back left, the lid is positioned in front, and the pointed nose plier box is placed on the right."}
|
| 47 |
+
{"scene_index": 46, "scene": "The colorful piano is positioned at the back left, while the pointed nose plier box is located on the right. The lid is situated at the front."}
|
| 48 |
+
{"scene_index": 47, "scene": "The colorful piano is positioned at the back left, while the pointed nose plier box is at the back right, and the lid is located at the front."}
|
| 49 |
+
{"scene_index": 48, "scene": "The colorful piano is positioned at the back left, the lid is in front of it, and the pointed nose plier box is on the right."}
|
| 50 |
+
{"scene_index": 49, "scene": "The colorful pointed nose plier box is positioned at the back left, with its lid closed (position: front), while the colorful piano is located at the front."}
|
AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/annotations/subtask_annotations.jsonl
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"subtask_index": 0, "subtask": "End"}
|
| 2 |
+
{"subtask_index": 1, "subtask": "Static"}
|
| 3 |
+
{"subtask_index": 2, "subtask": "Place the tongs on the white lid with the right gripper"}
|
| 4 |
+
{"subtask_index": 3, "subtask": "Grasp the tongs with the right gripper"}
|
| 5 |
+
{"subtask_index": 4, "subtask": "Place the xylophone on the white lid with the left gripper"}
|
| 6 |
+
{"subtask_index": 5, "subtask": "Grasp the xylophone with the left gripper"}
|
| 7 |
+
{"subtask_index": 6, "subtask": "Abnormal"}
|
| 8 |
+
{"subtask_index": 7, "subtask": "null"}
|
AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000000.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
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|
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ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
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|
|
|
|
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ADDED
|
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ADDED
|
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ADDED
|
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ADDED
|
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|
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|
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ADDED
|
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AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000010.parquet
ADDED
|
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AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000011.parquet
ADDED
|
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AIRBOT_MMK2_place_the_piano_and_the_needle-nose_pliers/data/chunk-000/episode_000012.parquet
ADDED
|
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|
|
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|
|
|
|
|
|
|
|
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