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language_instruction
stringclasses
120 values
actions
stringlengths
19.8k
62.6k
length
int32
40
119
nav_phase_length
int32
12
71
manip_phase_length
int32
17
84
walk to the kitchen table and pick up the cup
[[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, 0.009565443731844425, 0.008370152674615383, 0.03026389144361019, -0.017416546121239662, -0.015747852623462677, -0.017132079228758812, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5623782277107239, -0.02722199261188507, -0.12526251375675201...
54
28
26
navigate to the shelf and grab the book
[[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, 0.009387691505253315, -0.03574300557374954, 0.008314382284879684, -0.021530576050281525, 0.02713947370648384, -0.020158834755420685, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5575868487358093, 0.190216526389122, -0.024606607854366302], ...
82
25
57
go to the fridge, open it, and take out the bottle
[[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, 0.012875974178314209, 0.011470446363091469, -0.014666994102299213, 0.0089179752394557, -0.027654660865664482, 0.015108158811926842, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.6276412010192871, 0.19669704139232635, -0.2563974857330322], [...
61
31
30
walk around the red table and push the chair in
[[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.026800205931067467, 0.04258948937058449, 0.020911728963255882, 0.019375426694750786, -0.033460333943367004, 0.05074383690953255, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.4635223150253296, 0.1560228168964386, -0.2494192123413086], [0...
75
43
32
move to the small workbench and pick up the wrench
"[[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, 0.003536453237757086(...TRUNCATED)
112
60
52
approach the counter and wipe it with the cloth
"[[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, 0.002938851015642285(...TRUNCATED)
94
36
58
navigate to the red couch, pick up the cushion, and place it on the chair
"[[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.02655605040490627(...TRUNCATED)
95
46
49
walk to the door, open it, and step through
"[[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0205799862742424,(...TRUNCATED)
44
16
28
go to the desk, sit down, and pick up the pen
"[[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.05886963009834289(...TRUNCATED)
79
30
49
stride to the sink, turn on the faucet, and wash hands
"[[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, 0.02448383904993534,(...TRUNCATED)
110
33
77
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neon-wholebody-nav-15k

Whole-body navigation + manipulation — 15K episodes of 32-DoF joint trajectories combining locomotion and arm control.

Description

Each episode has two phases:

  1. Navigation phase: Walking/turning with sinusoidal gait (locomotion commands active, arms swing naturally)
  2. Manipulation phase: Arms execute task while legs maintain stance (locomotion stops)

Smooth phase blending ensures realistic transitions from walking to reaching.

Tasks include:

  • Walk to location AND pick up object
  • Navigate through space AND interact
  • Locomotion + bimanual coordination

Each episode contains:

  • language_instruction: Natural language task with navigation + manipulation
  • actions: JSON array of joint trajectories (T × 32: 29 body + 3 locomotion)
  • nav_phase_length: Timesteps in navigation phase
  • manip_phase_length: Timesteps in manipulation phase

Part of Neon VLA

Training data for Neon — open-source Vision-Language-Action model for humanoid whole-body control.

Total Neon dataset collection: 175K episodes across 9 datasets (~1.4GB)

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