SMILE· Iteration 2
EnvironmentPut tools in standing toolbox
- Episodes
- SmolVLA 30 SMILE 30
- Total duration
- SmolVLA 18:22 SMILE 24:46
- Mean duration
- SmolVLA 36.7 s SMILE 49.5 s
- Success
- SmolVLA 0% SMILE 0%
- Manipulation density
- SmolVLA Share of time manipulating, five definitionsJoints moving100.0%End-effector moving98.4%Gripper engaged36.2%Contact force > 5 N79.9%Gripper engaged or in contact86.1% SMILE Share of time manipulating, five definitionsJoints moving99.9%End-effector moving98.0%Gripper engaged57.7%Contact force > 5 N76.8%Gripper engaged or in contact89.0%
- SPARC smoothness
- SmolVLA Spectral arc length of the motionHow directly the arm moved, read from the shape of its speed spectrum. Unitless measure ≤ -1; the closer to -1, the smoother.The measure ignores how large a movement is, so a large and a small one compare directly. Shown here as the mean over this environment's measured episodes.Cutoff10 HzAmplitude threshold5%Zero-padding16×Signalend-effector translationBalasubramanian et al., On the analysis of movement smoothness, J Neuroeng Rehabil 2015. SMILE Spectral arc length of the motionHow directly the arm moved, read from the shape of its speed spectrum. Unitless measure ≤ -1; the closer to -1, the smoother.The measure ignores how large a movement is, so a large and a small one compare directly. Shown here as the mean over this environment's measured episodes.Cutoff10 HzAmplitude threshold5%Zero-padding16×Signalend-effector translationBalasubramanian et al., On the analysis of movement smoothness, J Neuroeng Rehabil 2015.
Episode
Held-out benchmark environment
0:000:37