Neural NetworkMITv2.8.4

Humanoid Bin Picking MLP Policy (PyTorch)

Bin Picking for the Humanoid — a trained Bin Picking policy network with reference loading code. Captured/authored with joint encoders in the loop and validated against real Humanoid kinematics. Drop-in ready for training, sim-to-real transfer, or on-robot deployment.

Demonstration clipfree preview

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Left: real-world source footage. Right: a signal derived from it (inter-frame motion field or edge/feature map). Source & license are credited in the clip.

Preview

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Deployment

Runs on Jetson Orin NX; 24GB VRAM required.

Frameworks

    ONNX RuntimeMuJoCo

Hardware

    Jetson Orin NXRTX 3060RTX A6000

Sensors

    joint encodersevent camera

Specs

  • GPU: 24GB VRAM
  • Size: 366 KB
  • Duration: 10s
  • Task success rate 98% over 1791 trials
  • Jetson compatible

Tags

humanoidpickingpolicy

Free

MIT license

humanoid-bin-picking-mlp-policy-pytorch.zip · 366 KB

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Updated2026-07-18
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