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Description:

Imagine teaching a robot how to do a chore or a task.

Normally, that takes lots of practice and detailed instructions. But scientists at Cornell University made a cool new AI system called RHyME. RHyME stands for Retrieval for

Hybrid Imitation under Mismatched Execution.

Here's the really neat part: RHyME lets robots learn how to do things just by watching a single how-to video, like ones you might find online. This is a big deal because robots and humans move and look very different, and RHyME can still figure out how to do the task even with those differences.

This new system is also super efficient. Instead of needing hours or even days of practice data, RHyME only needs about 30 minutes of the robot doing stuff.

Think of it like the robot just needs a quick warm-up before it can learn from the video. Studies show that robots using RHyME are much better at completing tasks, increasing success rates by over 50% compared to older ways of teaching robots. This means robots could learn new skills much faster and for less money.

This could help robots do more things in places like factories or even learn chores around the house just by watching instructions.

RHyME is supported by big names like Google and OpenAI, and the research was shared at a major robotics conference. It's really changing how we can teach robots to learn.