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Real-world result

Luke RL works on a new robot with zero real data

Zero-shotCross-embodimentOut-of-the-box, no fine-tuning

Task: “Put the Rubik’s cube in the bowl”Press R to restart videos

DREAM LABS Cube on the table, bowl empty

Semantic gap: the right arm never takes the cube

0%

LUKE RL Cube in the bowl

Clean handoff, cube in the bowl
15 of 15 trials

100%