Ziyan Gao

Robots can now learn manipulation skills from unstructured videos with significantly improved accuracy and generalization by decoupling video understanding from policy learning.

Forget hand-engineered pushing primitives: this unified policy uses visual prompts to achieve versatile and efficient object rearrangement.