起猛了，机器人开上卡丁车了！
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TL;DR - Symbiosis Robotics unveiled Direct Perception Control (DPC), which lets a humanoid robot translate visual, language, and body-state inputs directly into joint targets. Its go-kart demonstration highlights tighter integration between task understanding and whole-body control.
- DPC removes the intermediate motion representation and separately trained whole-body tracker used by many layered control systems.
- Perception and motion experts exchange information through Symbiotic Attention and train jointly under one action objective.
- DriftDistill combines offline demonstrations with online rollouts and teacher recovery actions to improve handling of execution drift.
- Training uses 15,010 hours of human and robot data converted into time-aligned Unitree G1 joint actions.
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起猛了，机器人开上卡丁车了！
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Hugging Face upvotes 0 · Semantic Scholar citations 3 · Semantic Scholar influential citations 1
TL;DR - Symbiosis Robotics unveiled Direct Perception Control (DPC), which lets a humanoid robot translate visual, language, and body-state inputs directly into joint targets. Its go-kart demonstration highlights tighter integration between task understanding and whole-body control.
- DPC removes the intermediate motion representation and separately trained whole-body tracker used by many layered control systems.
- Perception and motion experts exchange information through Symbiotic Attention and train jointly under one action objective.
- DriftDistill combines offline demonstrations with online rollouts and teacher recovery actions to improve handling of execution drift.
- Training uses 15,010 hours of human and robot data converted into time-aligned Unitree G1 joint actions.