Poke &Wiggle

FACT· Iteration 2

Environment

Clamp electrical component

RunBaseline: π0.5
CompareNone
Episodes
30
Total duration
16:28
Mean duration
32.9 s
Success
7%
Manipulation density
Share of time manipulating, five definitionsJoints moving98.5%End-effector moving91.6%Gripper engaged90.8%Contact force > 5 N81.6%Gripper engaged or in contact96.6%
SPARC smoothness
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

  • Excellent
  • Ok
  • Failed
wrist left
static
wrist right

Held-out benchmark environment

0:000:14