Wen-Rui Chen

Robots can now track people and navigate to destinations using a single panoramic model, overcoming the limitations of forward-facing sensors and separate task policies.

Perspective cameras leave robot manipulation policies dangerously blind to occlusions and scene distractors—a vulnerability largely mitigated by routing decoupled panoramic geometry and semantics directly into the action expert.