Bridge Augmented
Collection
6 items
•
Updated
observation.panda.joints
listlengths 8
8
| observation.panda.ee_pose
listlengths 7
7
| observation.panda.base_position
listlengths 3
3
| observation.panda.base_orientation
float32 0
0
| observation.panda.ee_error
listlengths 7
7
| observation.sawyer.joints
listlengths 8
8
| observation.sawyer.ee_pose
listlengths 7
7
| observation.sawyer.base_position
listlengths 3
3
| observation.sawyer.base_orientation
float32 0
0
| observation.sawyer.ee_error
listlengths 7
7
| observation.ur5e.joints
listlengths 7
7
| observation.ur5e.ee_pose
listlengths 7
7
| observation.ur5e.base_position
listlengths 3
3
| observation.ur5e.base_orientation
float32 0
0
| observation.ur5e.ee_error
listlengths 7
7
| observation.google_robot.joints
listlengths 8
8
| observation.google_robot.ee_pose
listlengths 7
7
| observation.google_robot.base_position
listlengths 3
3
| observation.google_robot.base_orientation
float32 0
0
| observation.google_robot.ee_error
listlengths 7
7
| observation.jaco.joints
listlengths 7
7
| observation.jaco.ee_pose
listlengths 7
7
| observation.jaco.base_position
listlengths 3
3
| observation.jaco.base_orientation
float32 0
0
| observation.jaco.ee_error
listlengths 7
7
| observation.kinova3.joints
listlengths 8
8
| observation.kinova3.ee_pose
listlengths 7
7
| observation.kinova3.base_position
listlengths 3
3
| observation.kinova3.base_orientation
float32 0
0
| observation.kinova3.ee_error
listlengths 7
7
| observation.kuka_iiwa.joints
listlengths 8
8
| observation.kuka_iiwa.ee_pose
listlengths 7
7
| observation.kuka_iiwa.base_position
listlengths 3
3
| observation.kuka_iiwa.base_orientation
float32 0
0
| observation.kuka_iiwa.ee_error
listlengths 7
7
| observation.xarm7.joints
listlengths 8
8
| observation.xarm7.ee_pose
listlengths 7
7
| observation.xarm7.base_position
listlengths 3
3
| observation.xarm7.base_orientation
float32 0
0
| observation.xarm7.ee_error
listlengths 7
7
| natural_language_instruction
stringlengths 9
176
| observation.state
listlengths 7
7
| observation.joints
listlengths 7
7
| observation.ee_pose
listlengths 7
7
| timestamp
float32 0
15.6
| frame_index
int64 0
78
| episode_index
int64 0
3.47k
| index
int64 0
119k
| task_index
int64 0
1.77k
|
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move the spatula to the far left corner behind the pot
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[
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[
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[
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[
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move the spatula to the far left corner behind the pot
|
[
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| 0
| 2
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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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[
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move the spatula to the far left corner behind the pot
|
[
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[
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[
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| 3
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| 3
| 0
|
[
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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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[
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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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[
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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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|
[
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[
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[
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[
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|
[
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move the spatula to the far left corner behind the pot
|
[
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[
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[
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| 4
| 0
| 4
| 0
|
[
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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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[
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[
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[
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[
0,
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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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[
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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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[
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[
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[
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[
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[
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[
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move the spatula to the far left corner behind the pot
|
[
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[
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[
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| 5
| 0
| 5
| 0
|
[
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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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[
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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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[
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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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|
[
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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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[
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|
[
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0.00007009506225585938,
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] |
move the spatula to the far left corner behind the pot
|
[
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[
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[
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] | 1.2
| 6
| 0
| 6
| 0
|
[
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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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|
[
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[
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[
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[
0,
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] | 0
|
[
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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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[
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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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[
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[
0.30000001192092896,
0,
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] | 0
|
[
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[
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[
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[
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] | 0
|
[
-0.0000012516975402832031,
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0.00007556751370429993,
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0.000015221070498228073
] |
move the spatula to the far left corner behind the pot
|
[
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[
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[
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] | 1.4
| 7
| 0
| 7
| 0
|
[
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[
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0.9986273646354675,
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[
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move the spatula to the far left corner behind the pot
|
[
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| 8
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[
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move the spatula to the far left corner behind the pot
|
[
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[
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[
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| 9
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| 9
| 0
|
[
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[
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[
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[
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move the spatula to the far left corner behind the pot
|
[
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| 0
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|
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move the spatula to the far left corner behind the pot
|
[
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| 11
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| 11
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|
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[
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move the spatula to the far left corner behind the pot
|
[
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| 12
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| 12
| 0
|
[
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move the spatula to the far left corner behind the pot
|
[
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move the spatula to the far left corner behind the pot
|
[
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|
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move the spatula to the far left corner behind the pot
|
[
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| 15
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|
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move the spatula to the far left corner behind the pot
|
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move the spatula to the far left corner behind the pot
|
[
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move the spatula to the far left corner behind the pot
|
[
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| 18
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[
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[
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move the spatula to the far left corner behind the pot
|
[
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| 0
| 19
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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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[
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[
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[
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move the spatula to the far left corner behind the pot
|
[
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[
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[
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| 20
| 0
| 20
| 0
|
[
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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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[
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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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|
[
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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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[
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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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[
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[
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|
[
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3.241002559661865e-7
] |
move the spatula to the far left corner behind the pot
|
[
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[
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[
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] | 4.2
| 21
| 0
| 21
| 0
|
[
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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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[
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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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[
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[
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[
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[
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move the spatula to the far left corner behind the pot
|
[
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[
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| 22
| 0
| 22
| 0
|
[
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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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[
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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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[
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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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[
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|
[
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[
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[
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[
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|
[
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0.00008234381675720215,
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] |
move the spatula to the far left corner behind the pot
|
[
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[
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[
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] | 4.6
| 23
| 0
| 23
| 0
|
[
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[
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[
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|
[
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[
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[
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[
0.30000001192092896,
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0
] | 0
|
[
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[
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[
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[
0,
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] | 0
|
[
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[
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[
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[
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] | 0
|
[
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[
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[
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[
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] | 0
|
[
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[
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[
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[
0.30000001192092896,
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] | 0
|
[
4.76837158203125e-7,
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[
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[
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[
0.30000001192092896,
0,
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] | 0
|
[
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[
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[
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[
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] | 0
|
[
-0.0000010132789611816406,
8.195638656616211e-7,
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0.00007668137550354004,
0.000013582408428192139,
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] |
move the spatula to the far left corner behind the pot
|
[
0.39127588272094727,
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[
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[
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| 0
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[
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[
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[
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[
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[
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move the spatula to the far left corner behind the pot
|
[
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| 25
| 0
| 25
| 0
|
[
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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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move the spatula to the far left corner behind the pot
|
[
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[
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[
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] | 5.2
| 26
| 0
| 26
| 0
|
[
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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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[
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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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[
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[
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[
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[
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[
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[
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0.000002637505531311035,
-0.0000011995434761047363,
-0.00023790821433067322,
0.0000377800315618515,
0.000014960765838623047,
0.000004488043487071991
] |
[
0.12200888991355896,
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0.15108835697174072,
0.5554389953613281,
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0.5038999319076538,
0.28536245226860046,
1.0008161067962646
] |
[
0.38493454456329346,
0.10135956108570099,
0.08610020577907562,
0.05750187486410141,
-0.030996738001704216,
0.9977961778640747,
-0.011643094941973686
] |
[
0,
0,
0
] | 0
|
[
-9.5367431640625e-7,
8.493661880493164e-7,
-0.000003419816493988037,
0.00006737932562828064,
0.00001486949622631073,
-0.0000036954879760742188,
-0.00002156570553779602
] |
move the spatula to the far left corner behind the pot
|
[
0.384542852640152,
0.1019822433590889,
0.08604024350643158,
-0.02230469323694706,
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0.057849958539009094,
1.0008161067962646
] |
[
0.27789121866226196,
0.39845284819602966,
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1.1553701162338257,
0.23543542623519897,
1.0008161067962646
] |
[
0.3849245607852936,
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0.08609597384929657,
0.05763781815767288,
-0.0310014970600605,
0.9977884292602539,
-0.011622481979429722
] | 5.4
| 27
| 0
| 27
| 0
|
[
0.07235270738601685,
0.3825173079967499,
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2.727372407913208,
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1.0008161067962646
] |
[
0.56850665807724,
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0.10876580327749252,
0.05582112818956375,
0.00534179899841547,
0.9981561899185181,
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] |
[
0.30000001192092896,
0,
0
] | 0
|
[
0.000003933906555175781,
2.9848888516426086e-7,
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0.00000497838482260704,
-2.384185791015625e-7,
-0.000015165656805038452
] |
[
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1.967923879623413,
0.004518973175436258,
0.4764997661113739,
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1.0008161067962646
] |
[
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0.05572977289557457,
0.00535757839679718,
0.9981595277786255,
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] |
[
0.30000001192092896,
0,
0
] | 0
|
[
-0.0000032186508178710938,
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0.00008845329284667969,
-0.000010801013559103012,
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0.00005657412111759186
] |
[
-2.697061538696289,
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2.0349791049957275,
0.8984793424606323,
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1.0008161067962646
] |
[
0.26851940155029297,
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0.0054190075024962425,
0.9981619715690613,
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] |
[
0,
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0
] | 0
|
[
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0.000006183981895446777,
0.0002023354172706604,
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0.00021090172231197357
] |
[
-3.2582287788391113,
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0.661941647529602,
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1.0008161067962646
] |
[
0.5185123682022095,
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0.1587611436843872,
0.05584108456969261,
0.005426282063126564,
0.9981522560119629,
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] |
[
0.25,
0,
0.05000000074505806
] | 0
|
[
-0.0000017881393432617188,
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0.0000016242265701293945,
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-0.00007950467988848686,
0.0000036954879760742188,
0.00008661672472953796
] |
[
0.21779222786426544,
2.582012891769409,
5.554207801818848,
0.4164760410785675,
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1.0008161067962646
] |
[
0.26851686835289,
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0.10877227783203125,
0.05568932741880417,
0.005328649189323187,
0.9981687068939209,
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] |
[
0,
0,
0
] | 0
|
[
-0.000006258487701416016,
0.0000021136365830898285,
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0.0001288987696170807,
0.00001812819391489029,
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] |
[
-0.5495120286941528,
0.8985357880592346,
0.9275904893875122,
1.4884347915649414,
-0.776835024356842,
1.0214512348175049,
-2.6235411167144775,
1.0008161067962646
] |
[
0.5685129165649414,
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0.10876315832138062,
0.05575692653656006,
0.005208671558648348,
0.9981635212898254,
-0.023100249469280243
] |
[
0.30000001192092896,
0,
0
] | 0
|
[
-0.0000023245811462402344,
0.000006373506039381027,
-3.948807716369629e-7,
0.0000612996518611908,
0.0001381058245897293,
-0.000007569789886474609,
-0.00014585070312023163
] |
[
-0.35629719495773315,
1.3001179695129395,
0.5083864331245422,
-1.548655390739441,
1.9034839868545532,
-0.5398465991020203,
0.924846887588501,
1.0008161067962646
] |
[
0.5685040354728699,
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0.05602745711803436,
0.005294238217175007,
0.9981444478034973,
-0.023250624537467957
] |
[
0.30000001192092896,
0,
-0.20000000298023224
] | 0
|
[
0.000006556510925292969,
0.000001735985279083252,
8.568167686462402e-7,
-0.0002092309296131134,
0.0000525391660630703,
0.00001150369644165039,
0.000004524365067481995
] |
[
-0.019802838563919067,
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0.03573936969041824,
0.151817187666893,
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0.6801160573959351,
0.052459731698036194,
1.0008161067962646
] |
[
0.26851385831832886,
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0.1087649017572403,
0.055744536221027374,
0.005345632322132587,
0.998160183429718,
-0.023241519927978516
] |
[
0,
0,
0
] | 0
|
[
-0.000003248453140258789,
-3.3527612686157227e-8,
-0.0000021383166313171387,
0.00007368996739387512,
0.0000011450611054897308,
-0.000004231929779052734,
-0.000004580244421958923
] |
Place the pot behind the green pear
|
[
0.2685106098651886,
-0.0051444233395159245,
0.10876276344060898,
-0.04611428827047348,
-0.11191268265247345,
-0.008129669353365898,
1.0008161067962646
] |
[
0.009566666558384895,
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0.5143067240715027,
-0.05498288571834564,
1.0636041164398193,
0.04431736841797829,
1.0008161067962646
] |
[
0.26850730180740356,
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0.10876301676034927,
0.05583735555410385,
0.005338616669178009,
0.9981552958488464,
-0.02323232777416706
] | 0
| 0
| 1
| 28
| 1
|
[
0.07231417298316956,
0.38255754113197327,
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-2.234969139099121,
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2.7277557849884033,
-2.2991526126861572,
1.0008161067962646
] |
[
0.5685549974441528,
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0.1087711825966835,
0.05597051605582237,
0.00518476078286767,
0.9981486201286316,
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] |
[
0.30000001192092896,
0,
0
] | 0
|
[
0.000003933906555175781,
2.980232238769531e-7,
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0.000004964880645275116,
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] |
[
-0.2701251208782196,
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1.9680536985397339,
0.004367815796285868,
0.4761793315410614,
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1.0008161067962646
] |
[
0.5685621500015259,
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0.10876987874507904,
0.055879153311252594,
0.005200547631829977,
0.998151957988739,
-0.023305419832468033
] |
[
0.30000001192092896,
0,
0
] | 0
|
[
-0.0000032186508178710938,
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0.00008850917220115662,
-0.00001082196831703186,
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0.00005663000047206879
] |
[
-2.697157144546509,
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2.035031795501709,
0.8983783721923828,
-4.792373180389404,
-1.1121742725372314,
1.0008161067962646
] |
[
0.2685677409172058,
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0.10876195132732391,
0.05576522275805473,
0.005262008402496576,
0.9981544017791748,
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] |
[
0,
-0.20000000298023224,
0
] | 0
|
[
-0.000008791685104370117,
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0.000006183981895446777,
0.00020243972539901733,
-0.00007228273898363113,
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0.00021088682115077972
] |
[
-3.2580044269561768,
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-1.6048158407211304,
-1.8469141721725464,
0.6621844172477722,
-1.4863002300262451,
1.0008161067962646
] |
[
0.5185607075691223,
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0.15876652300357819,
0.055990349501371384,
0.005269278772175312,
0.9981446862220764,
-0.023335447534918785
] |
[
0.25,
0,
0.05000000074505806
] | 0
|
[
-0.0000017285346984863281,
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0.0000016093254089355469,
-0.000022687017917633057,
-0.00007955310866236687,
0.0000036954879760742188,
0.00008665770292282104
] |
[
0.21775928139686584,
2.5820212364196777,
5.554165840148926,
0.4169055223464966,
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1.0008161067962646
] |
[
0.26856523752212524,
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0.10877767950296402,
0.055838316679000854,
0.005171526223421097,
0.9981611371040344,
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] |
[
0,
0,
0
] | 0
|
[
-0.000006288290023803711,
0.0000021229498088359833,
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0.00012934580445289612,
0.000018199440091848373,
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-0.0002346094697713852
] |
[
-0.5495833158493042,
0.8984681367874146,
0.9276178479194641,
1.48863685131073,
-0.7770482897758484,
1.0210975408554077,
-2.6230509281158447,
1.0008161067962646
] |
[
0.5685612559318542,
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0.108768530189991,
0.05590638145804405,
0.005051616113632917,
0.9981558918952942,
-0.023102903738617897
] |
[
0.30000001192092896,
0,
0
] | 0
|
[
-0.0000023245811462402344,
0.000006373971700668335,
-3.948807716369629e-7,
0.00006128102540969849,
0.00013810954988002777,
-0.000007510185241699219,
-0.00014588609337806702
] |
[
-0.3561919629573822,
1.300041675567627,
0.5082088112831116,
-1.5487234592437744,
1.9031522274017334,
-0.539496123790741,
0.924935519695282,
1.0008161067962646
] |
[
0.5685523748397827,
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0.05617690831422806,
0.005137183237820864,
0.9981367588043213,
-0.023253317922353745
] |
[
0.30000001192092896,
0,
-0.20000000298023224
] | 0
|
[
0.000006556510925292969,
0.000001735985279083252,
8.568167686462402e-7,
-0.00020924583077430725,
0.00005254242569208145,
0.000011622905731201172,
0.0000045280903577804565
] |
[
-0.019758816808462143,
-0.6390859484672546,
0.035675764083862305,
0.15170370042324066,
-0.042711131274700165,
0.6797435283660889,
0.05219264328479767,
1.0008161067962646
] |
[
0.2685621976852417,
-0.005142618902027607,
0.10877027362585068,
0.05589394271373749,
0.0051885936409235,
0.9981526136398315,
-0.023244215175509453
] |
[
0,
0,
0
] | 0
|
[
-0.000003248453140258789,
-3.4458935260772705e-8,
-0.0000021383166313171387,
0.00007371976971626282,
0.0000011320225894451141,
-0.000004231929779052734,
-0.0000045746564865112305
] |
Place the pot behind the green pear
|
[
0.26875221729278564,
-0.005135572515428066,
0.1087895929813385,
-0.04622858762741089,
-0.11337277293205261,
-0.00651636952534318,
1.0008161067962646
] |
[
0.009566745720803738,
-0.11759711802005768,
0.5143092274665833,
-0.054983094334602356,
1.0632970333099365,
0.044010791927576065,
1.0008161067962646
] |
[
0.2685556411743164,
-0.005143321119248867,
0.10876839607954025,
0.05598677322268486,
0.005181579384952784,
0.9981476664543152,
-0.023235034197568893
] | 0.2
| 1
| 1
| 29
| 1
|
[
0.07271470129489899,
0.38569706678390503,
-0.07598751038312912,
-2.2330729961395264,
-0.04916439950466156,
2.7246997356414795,
-2.2991230487823486,
1.0008161067962646
] |
[
0.5681787729263306,
-0.005310002714395523,
0.10737556964159012,
0.05383831262588501,
0.004669870249927044,
0.9982548952102661,
-0.023807773366570473
] |
[
0.30000001192092896,
0,
0
] | 0
|
[
0.000003993511199951172,
2.966262400150299e-7,
-0.0000030472874641418457,
-0.0000033117830753326416,
0.0000049513764679431915,
-2.384185791015625e-7,
-0.000015247613191604614
] |
[
-0.26830655336380005,
-0.9894140958786011,
-0.02956853061914444,
1.964772343635559,
0.0020236275158822536,
0.47893235087394714,
-0.10989504307508469,
1.0008161067962646
] |
[
0.5681859254837036,
-0.005308711901307106,
0.10737425088882446,
0.05374731868505478,
0.00468543590977788,
0.9982579946517944,
-0.023878678679466248
] |
[
0.30000001192092896,
0,
0
] | 0
|
[
-0.000003159046173095703,
-9.941868484020233e-7,
-0.0000017285346984863281,
0.00008768215775489807,
-0.000010614283382892609,
-0.000003337860107421875,
0.00005565769970417023
] |
[
-2.6947338581085205,
-1.4504505395889282,
2.0355563163757324,
0.8954048156738281,
-4.78786563873291,
-1.1110166311264038,
1.0008161067962646
] |
[
0.26819148659706116,
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0.10736635327339172,
0.053633663803339005,
0.004746671766042709,
0.9982601404190063,
-0.024033885449171066
] |
[
0,
-0.20000000298023224,
0
] | 0
|
[
-0.000008702278137207031,
-0.000004082918167114258,
0.00000616908073425293,
0.0002013370394706726,
-0.00007185013964772224,
-0.0000054836273193359375,
0.00021086446940898895
] |
[
-3.2603118419647217,
-1.2611093521118164,
-0.6785014867782593,
-1.6019114255905151,
-1.8542677164077759,
0.6587377786636353,
-1.4815154075622559,
1.0008161067962646
] |
[
0.5181844234466553,
-0.005305907689034939,
0.1573709100484848,
0.05385969951748848,
0.004753852728754282,
0.9982509016990662,
-0.023909136652946472
] |
[
0.25,
0,
0.05000000074505806
] | 0
|
[
-0.0000016689300537109375,
-0.000003798399120569229,
0.0000016093254089355469,
-0.00002469867467880249,
-0.00007903110235929489,
0.0000037550926208496094,
0.00008611567318439484
] |
[
0.2151329517364502,
2.576831817626953,
5.549563407897949,
0.43104127049446106,
-0.0680004432797432,
-0.18915782868862152,
1.0008161067962646
] |
[
0.2681892514228821,
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0.10738226026296616,
0.05370093137025833,
0.004656700883060694,
0.9982675313949585,
-0.023589452728629112
] |
[
0,
0,
0
] | 0
|
[
-0.000006467103958129883,
0.0000020815059542655945,
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0.00013406947255134583,
0.000018120743334293365,
-0.000012874603271484375,
-0.0002335682511329651
] |
[
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[
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[
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[
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Place the pot behind the green pear
|
[
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| 2
| 1
| 30
| 1
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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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[
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[
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[
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0.00007253512740135193,
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Place the pot behind the green pear
|
[
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-0.09280284494161606,
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[
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1.0591975450515747,
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[
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0.9986270666122437,
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] | 0.6
| 3
| 1
| 31
| 1
|
v3.0train: 0:3475data_path : data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet
video_path: videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4
| Feature | dtype | shape | description |
|---|---|---|---|
observation.images.google_robot |
video |
480×640×3 |
Augmented image for google_robot robot |
observation.images.image |
video |
480×640×3 |
Source robot's image from original dataset |
observation.images.jaco |
video |
480×640×3 |
Augmented image for jaco robot |
observation.images.kinova3 |
video |
480×640×3 |
Augmented image for kinova3 robot |
observation.images.kuka_iiwa |
video |
480×640×3 |
Augmented image for kuka_iiwa robot |
observation.images.panda |
video |
480×640×3 |
Augmented image for panda robot |
observation.images.sawyer |
video |
480×640×3 |
Augmented image for sawyer robot |
observation.images.ur5e |
video |
480×640×3 |
Augmented image for ur5e robot |
observation.images.xarm7 |
video |
480×640×3 |
Augmented image for xarm7 robot |
episode_index |
int64 |
1 |
Index of the current episode within the dataset. |
frame_index |
int64 |
1 |
Index of the current frame within its episode. |
index |
int64 |
1 |
Global frame index across the whole dataset. |
natural_language_instruction |
string |
1 |
Natural language command describing the task |
observation.ee_pose |
float32 |
7 |
Source robot's eef position |
observation.google_robot.base_orientation |
float32 |
1 |
Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0) |
observation.google_robot.base_position |
float32 |
3 |
Base translation applied so the trajectory remains achievable |
observation.google_robot.ee_error |
float32 |
7 |
The eef difference between the augmented google_robot robot and the original robot |
observation.google_robot.ee_pose |
float32 |
7 |
The eef position of google_robot robot |
observation.google_robot.joints |
float32 |
8 |
The joint position of google_robot robot |
observation.jaco.base_orientation |
float32 |
1 |
Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0) |
observation.jaco.base_position |
float32 |
3 |
Base translation applied so the trajectory remains achievable |
observation.jaco.ee_error |
float32 |
7 |
The eef difference between the augmented jaco robot and the original robot |
observation.jaco.ee_pose |
float32 |
7 |
The eef position of jaco robot |
observation.jaco.joints |
float32 |
7 |
The joint position of jaco robot |
observation.joints |
float32 |
7 |
Joint angle of source robot |
observation.kinova3.base_orientation |
float32 |
1 |
Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0) |
observation.kinova3.base_position |
float32 |
3 |
Base translation applied so the trajectory remains achievable |
observation.kinova3.ee_error |
float32 |
7 |
The eef difference between the augmented kinova3 robot and the original robot |
observation.kinova3.ee_pose |
float32 |
7 |
The eef position of kinova3 robot |
observation.kinova3.joints |
float32 |
8 |
The joint position of kinova3 robot |
observation.kuka_iiwa.base_orientation |
float32 |
1 |
Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0) |
observation.kuka_iiwa.base_position |
float32 |
3 |
Base translation applied so the trajectory remains achievable |
observation.kuka_iiwa.ee_error |
float32 |
7 |
The eef difference between the augmented kuka_iiwa robot and the original robot |
observation.kuka_iiwa.ee_pose |
float32 |
7 |
The eef position of kuka_iiwa robot |
observation.kuka_iiwa.joints |
float32 |
8 |
The joint position of kuka_iiwa robot |
observation.panda.base_orientation |
float32 |
1 |
Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0) |
observation.panda.base_position |
float32 |
3 |
Base translation applied so the trajectory remains achievable |
observation.panda.ee_error |
float32 |
7 |
The eef difference between the augmented panda robot and the original robot |
observation.panda.ee_pose |
float32 |
7 |
The eef position of panda robot |
observation.panda.joints |
float32 |
8 |
The joint position of panda robot |
observation.sawyer.base_orientation |
float32 |
1 |
Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0) |
observation.sawyer.base_position |
float32 |
3 |
Base translation applied so the trajectory remains achievable |
observation.sawyer.ee_error |
float32 |
7 |
The eef difference between the augmented sawyer robot and the original robot |
observation.sawyer.ee_pose |
float32 |
7 |
The eef position of sawyer robot |
observation.sawyer.joints |
float32 |
8 |
The joint position of sawyer robot |
observation.state |
float32 |
7 |
Copy of the state field in source robot's RLDS dataset |
observation.ur5e.base_orientation |
float32 |
1 |
Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0) |
observation.ur5e.base_position |
float32 |
3 |
Base translation applied so the trajectory remains achievable |
observation.ur5e.ee_error |
float32 |
7 |
The eef difference between the augmented ur5e robot and the original robot |
observation.ur5e.ee_pose |
float32 |
7 |
The eef position of ur5e robot |
observation.ur5e.joints |
float32 |
7 |
The joint position of ur5e robot |
observation.xarm7.base_orientation |
float32 |
1 |
Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0) |
observation.xarm7.base_position |
float32 |
3 |
Base translation applied so the trajectory remains achievable |
observation.xarm7.ee_error |
float32 |
7 |
The eef difference between the augmented xarm7 robot and the original robot |
observation.xarm7.ee_pose |
float32 |
7 |
The eef position of xarm7 robot |
observation.xarm7.joints |
float32 |
8 |
The joint position of xarm7 robot |
task_index |
int64 |
1 |
Integer ID of the high-level task this episode/frame belongs to. |
timestamp |
float32 |
1 |
Time stamp of the current frame within the episode (in second). |
If you use OXE-AugE datasets, please cite both our dataset and the upstream datasets.
@article{walke2023bridgedatav2,
title = {BridgeData V2: A Dataset for Robot Learning at Scale},
author = {Walke, Homer and Black, Kevin and Lee, Abraham and Kim, Moo Jin and Du, Max and Zheng, Chongyi and Zhao, Tony and Hansen-Estruch, Philippe and Vuong, Quan and He, Andre and Myers, Vivek and Fang, Kuan and Finn, Chelsea and Levine, Sergey},
journal = {arXiv preprint arXiv:2308.12952},
year = {2023},
doi = {10.48550/arXiv.2308.12952},
url = {https://arxiv.org/abs/2308.12952},
note = {Version v3, last revised 2024-01-17}
}
@misc{
ji2025oxeaug,
title = {OXE-AugE: A Large-Scale Robot Augmentation of OXE for Scaling Cross-Embodiment Policy Learning},
author = {Ji, Guanhua and Polavaram, Harsha and Chen, Lawrence Yunliang and Bajamahal, Sandeep and Ma, Zehan and Adebola, Simeon and Xu, Chenfeng and Goldberg, Ken},
year = {2025},
note = {Manuscript}
}