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---
dataset_info:
- config_name: solve01
features:
- name: camera/realsense/depth/timestamp
dtype: float64
- name: timestamps
dtype: float64
- name: camera/realsense/depth/depth_path
dtype: image
- name: camera/realsense/rgb/timestamp
dtype: float64
- name: camera/realsense/rgb/images_path
dtype: image
- name: walking/com/position/CoM_ZMP_controller/element_0
dtype: float64
- name: walking/com/position/CoM_ZMP_controller/element_1
dtype: float64
- name: walking/com/position/CoM_ZMP_controller/element_2
dtype: float64
- name: walking/com/position/desired/element_0
dtype: float64
- name: walking/com/position/desired/element_1
dtype: float64
- name: walking/com/position/desired/element_2
dtype: float64
- name: walking/com/position/measured/element_0
dtype: float64
- name: walking/com/position/measured/element_1
dtype: float64
- name: walking/com/position/measured/element_2
dtype: float64
- name: walking/com/velocity/desired/element_0
dtype: float64
- name: walking/com/velocity/desired/element_1
dtype: float64
- name: walking/com/velocity/desired/element_2
dtype: float64
- name: walking/dcm/position/desired/element_0
dtype: float64
- name: walking/dcm/position/desired/element_1
dtype: float64
- name: walking/dcm/position/measured/element_0
dtype: float64
- name: walking/dcm/position/measured/element_1
dtype: float64
- name: walking/dcm/velocity/desired/element_0
dtype: float64
- name: walking/dcm/velocity/desired/element_1
dtype: float64
- name: walking/joints_state/positions/desired/element_0
dtype: float64
- name: walking/joints_state/positions/desired/element_1
dtype: float64
- name: walking/joints_state/positions/desired/element_2
dtype: float64
- name: walking/joints_state/positions/desired/element_3
dtype: float64
- name: walking/joints_state/positions/desired/element_4
dtype: float64
- name: walking/joints_state/positions/desired/element_5
dtype: float64
- name: walking/joints_state/positions/desired/element_6
dtype: float64
- name: walking/joints_state/positions/desired/element_7
dtype: float64
- name: walking/joints_state/positions/desired/element_8
dtype: float64
- name: walking/joints_state/positions/desired/element_9
dtype: float64
- name: walking/joints_state/positions/desired/element_10
dtype: float64
- name: walking/joints_state/positions/desired/element_11
dtype: float64
- name: walking/joints_state/positions/desired/element_12
dtype: float64
- name: walking/joints_state/positions/desired/element_13
dtype: float64
- name: walking/joints_state/positions/desired/element_14
dtype: float64
- name: walking/joints_state/positions/desired/element_15
dtype: float64
- name: walking/joints_state/positions/desired/element_16
dtype: float64
- name: walking/joints_state/positions/desired/element_17
dtype: float64
- name: walking/joints_state/positions/desired/element_18
dtype: float64
- name: walking/joints_state/positions/desired/element_19
dtype: float64
- name: walking/joints_state/positions/desired/element_20
dtype: float64
- name: walking/joints_state/positions/desired/element_21
dtype: float64
- name: walking/joints_state/positions/desired/element_22
dtype: float64
- name: walking/joints_state/positions/desired/element_23
dtype: float64
- name: walking/joints_state/positions/desired/element_24
dtype: float64
- name: walking/joints_state/positions/desired/element_25
dtype: float64
- name: walking/joints_state/positions/desired/element_26
dtype: float64
- name: walking/joints_state/positions/desired/element_27
dtype: float64
- name: walking/joints_state/positions/desired/element_28
dtype: float64
- name: walking/joints_state/positions/desired/element_29
dtype: float64
- name: walking/joints_state/positions/desired/element_30
dtype: float64
- name: walking/joints_state/positions/desired/element_31
dtype: float64
- name: walking/joints_state/positions/measured/element_0
dtype: float64
- name: walking/joints_state/positions/measured/element_1
dtype: float64
- name: walking/joints_state/positions/measured/element_2
dtype: float64
- name: walking/joints_state/positions/measured/element_3
dtype: float64
- name: walking/joints_state/positions/measured/element_4
dtype: float64
- name: walking/joints_state/positions/measured/element_5
dtype: float64
- name: walking/joints_state/positions/measured/element_6
dtype: float64
- name: walking/joints_state/positions/measured/element_7
dtype: float64
- name: walking/joints_state/positions/measured/element_8
dtype: float64
- name: walking/joints_state/positions/measured/element_9
dtype: float64
- name: walking/joints_state/positions/measured/element_10
dtype: float64
- name: walking/joints_state/positions/measured/element_11
dtype: float64
- name: walking/joints_state/positions/measured/element_12
dtype: float64
- name: walking/joints_state/positions/measured/element_13
dtype: float64
- name: walking/joints_state/positions/measured/element_14
dtype: float64
- name: walking/joints_state/positions/measured/element_15
dtype: float64
- name: walking/joints_state/positions/measured/element_16
dtype: float64
- name: walking/joints_state/positions/measured/element_17
dtype: float64
- name: walking/joints_state/positions/measured/element_18
dtype: float64
- name: walking/joints_state/positions/measured/element_19
dtype: float64
- name: walking/joints_state/positions/measured/element_20
dtype: float64
- name: walking/joints_state/positions/measured/element_21
dtype: float64
- name: walking/joints_state/positions/measured/element_22
dtype: float64
- name: walking/joints_state/positions/measured/element_23
dtype: float64
- name: walking/joints_state/positions/measured/element_24
dtype: float64
- name: walking/joints_state/positions/measured/element_25
dtype: float64
- name: walking/joints_state/positions/measured/element_26
dtype: float64
- name: walking/joints_state/positions/measured/element_27
dtype: float64
- name: walking/joints_state/positions/measured/element_28
dtype: float64
- name: walking/joints_state/positions/measured/element_29
dtype: float64
- name: walking/joints_state/positions/measured/element_30
dtype: float64
- name: walking/joints_state/positions/measured/element_31
dtype: float64
- name: walking/joints_state/positions/retargeting/element_0
dtype: float64
- name: walking/joints_state/positions/retargeting/element_1
dtype: float64
- name: walking/joints_state/positions/retargeting/element_2
dtype: float64
- name: walking/joints_state/positions/retargeting/element_3
dtype: float64
- name: walking/joints_state/positions/retargeting/element_4
dtype: float64
- name: walking/joints_state/positions/retargeting/element_5
dtype: float64
- name: walking/joints_state/positions/retargeting/element_6
dtype: float64
- name: walking/joints_state/positions/retargeting/element_7
dtype: float64
- name: walking/joints_state/positions/retargeting/element_8
dtype: float64
- name: walking/joints_state/positions/retargeting/element_9
dtype: float64
- name: walking/joints_state/positions/retargeting/element_10
dtype: float64
- name: walking/joints_state/positions/retargeting/element_11
dtype: float64
- name: walking/joints_state/positions/retargeting/element_12
dtype: float64
- name: walking/joints_state/positions/retargeting/element_13
dtype: float64
- name: walking/joints_state/positions/retargeting/element_14
dtype: float64
- name: walking/joints_state/positions/retargeting/element_15
dtype: float64
- name: walking/joints_state/positions/retargeting/element_16
dtype: float64
- name: walking/joints_state/positions/retargeting/element_17
dtype: float64
- name: walking/joints_state/positions/retargeting/element_18
dtype: float64
- name: walking/joints_state/positions/retargeting/element_19
dtype: float64
- name: walking/joints_state/positions/retargeting/element_20
dtype: float64
- name: walking/joints_state/positions/retargeting/element_21
dtype: float64
- name: walking/joints_state/positions/retargeting/element_22
dtype: float64
- name: walking/joints_state/positions/retargeting/element_23
dtype: float64
- name: walking/joints_state/positions/retargeting/element_24
dtype: float64
- name: walking/joints_state/positions/retargeting/element_25
dtype: float64
- name: walking/joints_state/positions/retargeting/element_26
dtype: float64
- name: walking/joints_state/positions/retargeting/element_27
dtype: float64
- name: walking/joints_state/positions/retargeting/element_28
dtype: float64
- name: walking/joints_state/positions/retargeting/element_29
dtype: float64
- name: walking/joints_state/positions/retargeting/element_30
dtype: float64
- name: walking/joints_state/positions/retargeting/element_31
dtype: float64
- name: walking/joints_state/velocities/measured/element_0
dtype: float64
- name: walking/joints_state/velocities/measured/element_1
dtype: float64
- name: walking/joints_state/velocities/measured/element_2
dtype: float64
- name: walking/joints_state/velocities/measured/element_3
dtype: float64
- name: walking/joints_state/velocities/measured/element_4
dtype: float64
- name: walking/joints_state/velocities/measured/element_5
dtype: float64
- name: walking/joints_state/velocities/measured/element_6
dtype: float64
- name: walking/joints_state/velocities/measured/element_7
dtype: float64
- name: walking/joints_state/velocities/measured/element_8
dtype: float64
- name: walking/joints_state/velocities/measured/element_9
dtype: float64
- name: walking/joints_state/velocities/measured/element_10
dtype: float64
- name: walking/joints_state/velocities/measured/element_11
dtype: float64
- name: walking/joints_state/velocities/measured/element_12
dtype: float64
- name: walking/joints_state/velocities/measured/element_13
dtype: float64
- name: walking/joints_state/velocities/measured/element_14
dtype: float64
- name: walking/joints_state/velocities/measured/element_15
dtype: float64
- name: walking/joints_state/velocities/measured/element_16
dtype: float64
- name: walking/joints_state/velocities/measured/element_17
dtype: float64
- name: walking/joints_state/velocities/measured/element_18
dtype: float64
- name: walking/joints_state/velocities/measured/element_19
dtype: float64
- name: walking/joints_state/velocities/measured/element_20
dtype: float64
- name: walking/joints_state/velocities/measured/element_21
dtype: float64
- name: walking/joints_state/velocities/measured/element_22
dtype: float64
- name: walking/joints_state/velocities/measured/element_23
dtype: float64
- name: walking/joints_state/velocities/measured/element_24
dtype: float64
- name: walking/joints_state/velocities/measured/element_25
dtype: float64
- name: walking/joints_state/velocities/measured/element_26
dtype: float64
- name: walking/joints_state/velocities/measured/element_27
dtype: float64
- name: walking/joints_state/velocities/measured/element_28
dtype: float64
- name: walking/joints_state/velocities/measured/element_29
dtype: float64
- name: walking/joints_state/velocities/measured/element_30
dtype: float64
- name: walking/joints_state/velocities/measured/element_31
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_0
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_1
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_2
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_3
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_4
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_5
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_6
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_7
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_8
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_9
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_10
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_11
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_12
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_13
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_14
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_15
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_16
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_17
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_18
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_19
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_20
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_21
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_22
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_23
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_24
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_25
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_26
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_27
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_28
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_29
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_30
dtype: float64
- name: walking/joints_state/velocities/retargeting/element_31
dtype: float64
- name: walking/left_foot/angular_torque/measured/element_0
dtype: float64
- name: walking/left_foot/angular_torque/measured/element_1
dtype: float64
- name: walking/left_foot/angular_torque/measured/element_2
dtype: float64
- name: walking/left_foot/angular_velocity/desired/element_0
dtype: float64
- name: walking/left_foot/angular_velocity/desired/element_1
dtype: float64
- name: walking/left_foot/angular_velocity/desired/element_2
dtype: float64
- name: walking/left_foot/linear_force/measured/element_0
dtype: float64
- name: walking/left_foot/linear_force/measured/element_1
dtype: float64
- name: walking/left_foot/linear_force/measured/element_2
dtype: float64
- name: walking/left_foot/linear_velocity/desired/element_0
dtype: float64
- name: walking/left_foot/linear_velocity/desired/element_1
dtype: float64
- name: walking/left_foot/linear_velocity/desired/element_2
dtype: float64
- name: walking/left_foot/orientation/desired/element_0
dtype: float64
- name: walking/left_foot/orientation/desired/element_1
dtype: float64
- name: walking/left_foot/orientation/desired/element_2
dtype: float64
- name: walking/left_foot/orientation/measured/element_0
dtype: float64
- name: walking/left_foot/orientation/measured/element_1
dtype: float64
- name: walking/left_foot/orientation/measured/element_2
dtype: float64
- name: walking/left_foot/position/desired/element_0
dtype: float64
- name: walking/left_foot/position/desired/element_1
dtype: float64
- name: walking/left_foot/position/desired/element_2
dtype: float64
- name: walking/left_foot/position/measured/element_0
dtype: float64
- name: walking/left_foot/position/measured/element_1
dtype: float64
- name: walking/left_foot/position/measured/element_2
dtype: float64
- name: walking/right_foot/angular_torque/measured/element_0
dtype: float64
- name: walking/right_foot/angular_torque/measured/element_1
dtype: float64
- name: walking/right_foot/angular_torque/measured/element_2
dtype: float64
- name: walking/right_foot/angular_velocity/desired/element_0
dtype: float64
- name: walking/right_foot/angular_velocity/desired/element_1
dtype: float64
- name: walking/right_foot/angular_velocity/desired/element_2
dtype: float64
- name: walking/right_foot/linear_force/measured/element_0
dtype: float64
- name: walking/right_foot/linear_force/measured/element_1
dtype: float64
- name: walking/right_foot/linear_force/measured/element_2
dtype: float64
- name: walking/right_foot/linear_velocity/desired/element_0
dtype: float64
- name: walking/right_foot/linear_velocity/desired/element_1
dtype: float64
- name: walking/right_foot/linear_velocity/desired/element_2
dtype: float64
- name: walking/right_foot/orientation/desired/element_0
dtype: float64
- name: walking/right_foot/orientation/desired/element_1
dtype: float64
- name: walking/right_foot/orientation/desired/element_2
dtype: float64
- name: walking/right_foot/orientation/measured/element_0
dtype: float64
- name: walking/right_foot/orientation/measured/element_1
dtype: float64
- name: walking/right_foot/orientation/measured/element_2
dtype: float64
- name: walking/right_foot/position/desired/element_0
dtype: float64
- name: walking/right_foot/position/desired/element_1
dtype: float64
- name: walking/right_foot/position/desired/element_2
dtype: float64
- name: walking/right_foot/position/measured/element_0
dtype: float64
- name: walking/right_foot/position/measured/element_1
dtype: float64
- name: walking/right_foot/position/measured/element_2
dtype: float64
- name: walking/root_link/angular_velocity/measured/element_0
dtype: float64
- name: walking/root_link/angular_velocity/measured/element_1
dtype: float64
- name: walking/root_link/angular_velocity/measured/element_2
dtype: float64
- name: walking/root_link/linear_velocity/measured/element_0
dtype: float64
- name: walking/root_link/linear_velocity/measured/element_1
dtype: float64
- name: walking/root_link/linear_velocity/measured/element_2
dtype: float64
- name: walking/root_link/orientation/measured/element_0
dtype: float64
- name: walking/root_link/orientation/measured/element_1
dtype: float64
- name: walking/root_link/orientation/measured/element_2
dtype: float64
- name: walking/root_link/position/measured/element_0
dtype: float64
- name: walking/root_link/position/measured/element_1
dtype: float64
- name: walking/root_link/position/measured/element_2
dtype: float64
- name: walking/stance_foot/is_left/element_0
dtype: float64
- name: walking/zmp/desired/element_0
dtype: float64
- name: walking/zmp/desired/element_1
dtype: float64
- name: walking/zmp/desired_planner/element_0
dtype: float64
- name: walking/zmp/desired_planner/element_1
dtype: float64
- name: walking/zmp/measured/element_0
dtype: float64
- name: walking/zmp/measured/element_1
dtype: float64
- name: FTs/l_arm_ft_sensor/f_x
dtype: float64
- name: FTs/l_arm_ft_sensor/f_y
dtype: float64
- name: FTs/l_arm_ft_sensor/f_z
dtype: float64
- name: FTs/l_arm_ft_sensor/mu_x
dtype: float64
- name: FTs/l_arm_ft_sensor/mu_y
dtype: float64
- name: FTs/l_arm_ft_sensor/mu_z
dtype: float64
- name: FTs/l_foot_front_ft_sensor/f_x
dtype: float64
- name: FTs/l_foot_front_ft_sensor/f_y
dtype: float64
- name: FTs/l_foot_front_ft_sensor/f_z
dtype: float64
- name: FTs/l_foot_front_ft_sensor/mu_x
dtype: float64
- name: FTs/l_foot_front_ft_sensor/mu_y
dtype: float64
- name: FTs/l_foot_front_ft_sensor/mu_z
dtype: float64
- name: FTs/l_foot_rear_ft_sensor/f_x
dtype: float64
- name: FTs/l_foot_rear_ft_sensor/f_y
dtype: float64
- name: FTs/l_foot_rear_ft_sensor/f_z
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- name: FTs/l_foot_rear_ft_sensor/mu_x
dtype: float64
- name: FTs/l_foot_rear_ft_sensor/mu_y
dtype: float64
- name: FTs/l_foot_rear_ft_sensor/mu_z
dtype: float64
- name: FTs/l_leg_ft_sensor/f_x
dtype: float64
- name: FTs/l_leg_ft_sensor/f_y
dtype: float64
- name: FTs/l_leg_ft_sensor/f_z
dtype: float64
- name: FTs/l_leg_ft_sensor/mu_x
dtype: float64
- name: FTs/l_leg_ft_sensor/mu_y
dtype: float64
- name: FTs/l_leg_ft_sensor/mu_z
dtype: float64
- name: FTs/r_arm_ft_sensor/f_x
dtype: float64
- name: FTs/r_arm_ft_sensor/f_y
dtype: float64
- name: FTs/r_arm_ft_sensor/f_z
dtype: float64
- name: FTs/r_arm_ft_sensor/mu_x
dtype: float64
- name: FTs/r_arm_ft_sensor/mu_y
dtype: float64
- name: FTs/r_arm_ft_sensor/mu_z
dtype: float64
- name: FTs/r_foot_front_ft_sensor/f_x
dtype: float64
- name: FTs/r_foot_front_ft_sensor/f_y
dtype: float64
- name: FTs/r_foot_front_ft_sensor/f_z
dtype: float64
- name: FTs/r_foot_front_ft_sensor/mu_x
dtype: float64
- name: FTs/r_foot_front_ft_sensor/mu_y
dtype: float64
- name: FTs/r_foot_front_ft_sensor/mu_z
dtype: float64
- name: FTs/r_foot_rear_ft_sensor/f_x
dtype: float64
- name: FTs/r_foot_rear_ft_sensor/f_y
dtype: float64
- name: FTs/r_foot_rear_ft_sensor/f_z
dtype: float64
- name: FTs/r_foot_rear_ft_sensor/mu_x
dtype: float64
- name: FTs/r_foot_rear_ft_sensor/mu_y
dtype: float64
- name: FTs/r_foot_rear_ft_sensor/mu_z
dtype: float64
- name: FTs/r_leg_ft_sensor/f_x
dtype: float64
- name: FTs/r_leg_ft_sensor/f_y
dtype: float64
- name: FTs/r_leg_ft_sensor/f_z
dtype: float64
- name: FTs/r_leg_ft_sensor/mu_x
dtype: float64
- name: FTs/r_leg_ft_sensor/mu_y
dtype: float64
- name: FTs/r_leg_ft_sensor/mu_z
dtype: float64
- name: accelerometers/l_arm_ft_acc/a_x
dtype: float64
- name: accelerometers/l_arm_ft_acc/a_y
dtype: float64
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splits:
- name: train
num_bytes: 4632803241.129
num_examples: 10531
download_size: 3015455252
dataset_size: 4632803241.129
configs:
- config_name: solve01
data_files:
- split: train
path: solve01/train-*
- config_name: unsolve01
data_files:
- split: train
path: unsolve01/train-*
license: cc-by-4.0
pretty_name: Puzzle Manipulation Datasets
tags:
- robotics
- manipulation
- teleoperation
---
# Puzzle Manipulation Datasets
<!-- Provide a quick summary of the dataset. -->
This dataset is a collection of logged data from the teleoperation of [ergoCub](https://ergocub.eu/) manipulating a puzzle.
## Dataset Details
### Dataset Description
<!-- Provide a longer summary of what this dataset is. -->
This dataset contains data from the teleoperation of [ergoCub](https://ergocub.eu/) collected in an experiment where the robot first unsolves then solves a puzzle.
- **Curated by:** Giovanni Fregonese (@giotherobot)
- **License:** CC BY 4.0
## Dataset Creation
#### Curation Rationale
<!-- Motivation for the creation of this dataset. -->
The dataset was created to enable the development of autonomous manipulation algorithms for the ergoCub robot.
#### Data Collection and Processing
<!-- This section describes the data collection and processing process such as data selection criteria, filtering and normalization methods, tools and libraries used, etc. -->
The data colletion was performed using the tools developed for the ANA Avatar XPRIZE competition.
The technology stack used for the data collection is described in the paper: [iCub3 avatar system: Enabling remote fully immersive embodiment of humanoid robots](https://www.science.org/doi/10.1126/scirobotics.adh3834).
#### Who are the source data producers?
<!-- This section describes the people or systems who originally created the data. It should also include self-reported demographic or identity information for the source data creators if this information is available. -->
The data was collected by the [AMI](https://ami.iit.it/) research line at the Istituto Italiano di Tecnologia.
#### Personal and Sensitive Information
<!-- State whether the dataset contains data that might be considered personal, sensitive, or private (e.g., data that reveals addresses, uniquely identifiable names or aliases, racial or ethnic origins, sexual orientations, religious beliefs, political opinions, financial or health data, etc.). If efforts were made to anonymize the data, describe the anonymization process. -->
The dataset does not contain personal or sensitive information.