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Laundry-hanging robots

Does a second laundry-hanging arm lose less if it picks a free garment instead of waiting?

research/hanger-avoid

Does a second laundry-hanging arm lose less if it picks a free garment instead of waiting? At 0.30 m clearance blind pinching recovers 9.5 of its 28 lost garments an hour (151 to 161), aiming about 2 of 10; at 0.45 m nothing. Stylised: clearance and spacing assumed.

6 tests

What it found

Two arms on one hanger-pick pile in the hanger-cell model; an arm whose choice would clash with the other arm's current pick (grasps closer than a clearance) picks the best garment that does not, and waits only if none is left. At 0.30 m blind pinching recovers 9.5 of the 28 garments an hour that blocking cost it (151 to 161), sweeping 5 (186 to 191), aiming about 1.6 of 10 (191 to 192, inside its interval). At 0.45 m nearly every pair clashes and it recovers nothing; with avoidance a third arm adds about 7.5 an hour at 0.30 m. Stylised: the clearance, the spacing time and all station times are assumed, not measured.

A figure from its own output

Figure produced by research/hanger-avoid: avoid
hanger-avoid/experiments/avoid.svg, written by the project's own experiment code.

Paper, code and results

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Proper scoring & elicitation28Effort & peer prediction9Verification games & slashing19Detection & tolerances14Markets as routers13Prediction-market design9Paying contributors8Decentralised training systems23Digital twins & sim-to-real164LLM chip design loops40Robot manufacturing loops53Ambient AI assistant46Self-replicating manufacturing34Simulation-first design64Engineered clothing45Task-specific AI accelerators40Algorithmic chip-design loops42Open-source purpose-built robots44The software-engineering loop43Adversarial human imitation41Open-source residential construction41Autonomous multi-angle capture34Sensing, imaging and 3D31Energy supply and dense energy storage39Robot societies among people31Agentic co-design of low-cost robots27Laundry-hanging robots25Machine learning on qualitative data23Robots on the building site27Civilizations & group psychology1History & human sciences1

Produced with AI assistance (Claude). Results are from the code in this repository and are simulated or stylised unless the abstract says otherwise; nothing here implies affiliation with or endorsement by any lab, researcher or company cited. MIT licensed.