Sim-to-Real

Prepare a trained UniLab policy for hardware bring-up. Start with the overview, then move through export, randomization, safety, latency, and robot-specific notes.

Overview and pre-flight

End-to-end pipeline and go/no-go checklist.

Sim-to-Real Overview
ONNX runtime

Training playback exports, ONNX Runtime checks, and deploy inputs.

ONNX Runtime
Domain randomization

Priority-ordered randomization checks for real-world transfer.

Domain Randomization for Real-World Transfer
Safety layers

Soft limits, action filters, watchdogs, and e-stop boundaries.

Hardware Safety Layers
Latency budget

Training-side latency knobs and deploy-side measurement checks.

Latency Budget
Troubleshooting

Symptom, cause, and fix notes for hardware bring-up.

Sim-to-Real Troubleshooting
G1 whole-body

Motion-tracking deployment notes for the G1 path.

G1 Whole-Body Motion Tracking on Hardware
Go2 locomotion

Joystick, rough terrain, and Go2W deployment notes.

Go2 / Go2W Locomotion Deployment
Allegro in-hand

In-hand manipulation deployment checks.

Allegro / Sharpa In-Hand Manipulation Deployment