S

Symmetry-aware embodied learning

Salticid Motion Lab

Canonical walk test · learning off
Human reinforcementTRIAL TOAL +0
Each click changes this trial's optimizer score. Next trial applies the accrued score immediately; Reset discards it.
Position + heading previewpreview
Average velocity toward goal0.000 m/sHeading alignment0.0%

Emergent coordination

Live leg activation timeline

Rolling history updates continuously. Warm material = positive activation; cool material = negative activation.
Leg
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-14
-13
-12
-11
-10
-9
-8
-7
-6
-5
-4
-3
-2
-1
now

Higher-order body activations

Left
0.00
Right
0.00
Front
0.00
Rear
0.00
Pair 1
0.00
Pair 2
0.00
Pair 3
0.00
Pair 4
0.00

Segments, thorax, abdomen, pedipalps / papillae

Segment 1
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Segment 2
0.00
Segment 3
0.00
Segment 4
0.00
Segment 5
0.00
Thorax pitch
0.00
Thorax yaw
0.00
Thorax roll
0.00
Abdomen
0.00
Palp 1
0.00
Palp 2
0.00
Palp 3
0.00
Palp 4
0.00
Palp 5
0.00
Palp 6
0.00

Structured training program

Turn toward destination

stage 1/4

Each learning update samples a new destination. Its heading is derived from the ray from the robot's initial pose to that destination, so matched +/− probes learn to orient first and then move forward. Timeout, success, or a fall completes the current probe.

Average velocity toward goal0.000 m/s
Heading alignment0.0%
Trial0
Best forward 20 m—
Network updates0
Reward0.000
Loss0.000
Goal X / Z0.00 / -2.20 m
Goal heading0.0°
Objective #0
Goal distance0.00 m
Heading error0.0°
Feet down0/8
Render FPS0.0
Physics Hz0.0
Worker snapshots0.0 Hz
Dashboard updates0.0 Hz
Draw calls0
Triangles0
Training heat1.00×
Upright1.00
Stage trial progress0%
Success rate 0% · trial 0.0/9 s · last reset
Training trials will draw reward and loss here.
RewardLossPosition velocity, heading alignment, stability, and motor tracking.

Research diagnostics

Live locomotion observables

Reward0.00
Velocity0.00 m/s
Heading alignment0.0%
Center of mass height0.00 m
Slip distance0.00 m
Energy consumption0.00
Stride frequency0.00 Hz
Stride length0.00 m
Duty factor0.0%
Novelty score0.00
Episode duration0.0 s
Recovery events0
Actuator utilization0.0%
Human feedback0
Footfall sequence—
Behavior stateidle
Elite lineagecompatibility baseline · 0 elites
Randomized domainμ 1.15 · g×1.00 · m×1.00
Human feedback this trial+0 · 0 reward · 0 loss
Canonical source testoff · 0% authority · learning off
L1
L2
L3
L4
R1
R2
R3
R4
idle
walk
run
turn
rotate
climb
recover
jump
forwardProgress 0.000headingAlignment 0.000stability 0.000posture 0.000energyEfficiency 0.000recovery 0.000obstacleSuccess 0.000livingCost 0.000legacy 0.000potential 0.000guidance 0.000humanFeedback 0.000
salticid-hierarchical-equivariant-v2checkpoint v51137 parametersmodular-cpgpotentialelite-spsa
No training session active