Humanoid learns warehouse picking in 6 weeks of shift data
Timelapse of a policy going from 41% to 92% on mixed-SKU totes. No sim, all real shifts, 3 cameras + wrist force.
Digit
Humanoid · 640K episodes · 24 tasks
1.75 m bipedal logistics robot rated for ~16 kg totes, operating multi-hour shifts on customer warehouse floors.
Measured success rate on the most recent 1,000 evaluation rollouts per task.
Tote pick to conveyor
96.3%
420K episodes trained
Bulk tote unload
91.7%
158K episodes trained
Recovery from misaligned tote
84.9%
62K episodes trained
Fleet crossed 600K tote moves
1 day agoContinuous operational logging across customer deployments
96.3% success · 640K episodes
Dominant failure mode published
5 days agoDeformable and overfilled totes drive most remaining failures
91.7% success · 158K episodes
Timelapse of a policy going from 41% to 92% on mixed-SKU totes. No sim, all real shifts, 3 cameras + wrist force.
Digit
Humanoid · 640K episodes · 24 tasks
Three shifts a day since March 2024. 96.3% on mixed SKUs. Transparent polybags remain 62% of the remaining failures.
Digit
Humanoid · 640K episodes · 24 tasks
Resolving related models, datasets and papers…