DVIDIA researchDataset ↗

MANIPULATION RESEARCH · V0.4

Wait for the grip.
Keep a way forward.

A finite acquisition contract for one simulated rigid-block task. Progress is explicit; reliable superiority remains unproven.

Recorded benchmark summaries · No live physics · No new training weights · Not qualified for physical robots

What changed

The authored supervisor allows approach and centering, then waits for supported secure contact. Its total wait budget is 200 ms. Exhausted budgets and loss of support produce an explicit abort; they do not force an insecure lift.

512 scheduled attempts

508 scored outcomes

4 interrupted, unknown

556 complete attempts audited; zero mismatches

Strict placements; 128 scheduled attempts per controller
ControllerSuccessesScoredUnknown
Bounded waiting42/1281271
Learned clock32/1281271
Fixed progression44/1281271
Teacher41/1281271

Bounded minus learned: +7.81 percentage points (adjusted interval −7.25 to +22.87). Bounded minus fixed: −1.56 points (−12.44 to +9.32). Both comparisons are inconclusive.

Four interruptions are unknown observations. The primary analysis conservatively imputes failure; a sensitivity analysis removes the entire affected XY group. Timing sessions occurred on different dates under shared load. Unequal pulse exposure prevents a slip-recovery advantage claim.

Every scheduled attempt

Inspect outcomes and source identities. Unknown means the session ended before complete evidence existed; it is not an observed controller failure.

Loading the compact evidence…

All 512 scheduled records; filtered locally
CaseControllerConditionOutcomeWaitAcquisitionReceipt / interpretation

Read the boundaries

One simulated rigid 40 g block, two known goals, and a narrow starting envelope. Privileged simulator contacts and state, rather than cameras or human videos. The acquisition latch does not continuously certify retention. There is no hardware, real-time, or general video-to-skill claim.

The compact bundle omits native arrays, complete traces, and the full raw report. Those remain retained locally and are identified by hashes. This publication does not upload that raw archive.