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  data_files: G1_WB_Dex5_Pickup_Pillow/data/*/*.parquet
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  ---
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- This dataset was created using [LeRobot](https://github.com/huggingface/lerobot).
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  data_files: G1_WB_Dex5_Pickup_Pillow/data/*/*.parquet
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  ---
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+ # Data Structure
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+
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+ ## Observations
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+
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+ ### `observation.state.ee_state` (12)
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+ End-effector states of the robot.
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+ - Computed via forward kinematics (FK) from the root link to the left and right end-effectors.
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+ - Includes the contribution of the waist.
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+ - Represented as concatenated poses of both end-effectors.
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+
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+ ---
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+
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+ ### `observation.state.hand_state` (12 or 2)
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+ Finger states for both hands. The dimensionality depends on the hand type.
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+
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+ #### Inspire Hand (range: 0.0 – 1.0, open → close)
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+ Per hand:
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+ 1. Index finger
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+ 2. Middle finger
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+ 3. Ring finger
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+ 4. Little finger
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+ 5. Thumb (open/close)
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+ 6. Thumb (lateral tilt)
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+
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+ ---
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+
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+ #### BrainCo Hand (range: 0.0 – 1.0, open → close)
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+ Per hand:
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+ 1. Thumb (open/close)
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+ 2. Thumb (lateral tilt)
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+ 3. Index finger
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+ 4. Middle finger
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+ 5. Ring finger
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+ 6. Little finger
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+
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+ ---
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+
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+ #### Dex1 Hand (range: 5.5 – 0.0, open → close)
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+ Per hand:
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+ 1. Open/close
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+
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+ ---
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+
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+ ### `observation.state.robot_q_current` (36)
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+ Current robot configuration.
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+ - First 7 values:
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+ - Root position: (x, y, z)
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+ - Root orientation: quaternion (w, x, y, z)
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+ - Remaining 29 values:
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+ - Robot joint positions.
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+
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+ ---
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+
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+ ## Actions
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+
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+ ### `action.ee_action` (12)
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+ Target end-effector states.
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+ - Defined using forward kinematics (FK) from the root link to both end-effectors.
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+ - Includes waist motion.
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+
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+ ---
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+
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+ ### `action.hand_cmd` (12 or 2)
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+ Commanded finger actions. The dimensionality depends on the hand type.
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+
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+ #### Inspire Hand (range: 0.0 – 1.0, open → close)
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+ Per hand:
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+ 1. Index finger
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+ 2. Middle finger
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+ 3. Ring finger
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+ 4. Little finger
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+ 5. Thumb (open/close)
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+ 6. Thumb (lateral tilt)
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+
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+ ---
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+
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+ #### BrainCo Hand (range: 0.0 – 1.0, open → close)
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+ Per hand:
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+ 1. Thumb (open/close)
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+ 2. Thumb (lateral tilt)
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+ 3. Index finger
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+ 4. Middle finger
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+ 5. Ring finger
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+ 6. Little finger
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+
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+ ---
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+
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+ #### Dex1 Hand (range: 5.5 – 0.0, open → close)
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+ Per hand:
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+ 1. Open/close
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+
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+ ---
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+
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+ ### `action.robot_q_desired` (36)
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+ Desired robot configuration.
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+ - First 7 values:
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+ - Target root position: (x, y, z)
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+ - Target root orientation: quaternion (w, x, y, z)
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+ - Remaining 29 values:
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+ - Target joint positions.
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+
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+ ---
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+
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+
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+ # Acknowledgements
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+
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+ This dataset was created using the [LeRobot](https://github.com/huggingface/lerobot) framework.