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RoboCraft: Robots Learn How to Shape Play-Doh

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Industrial and household robots need to be able to manipulate all kinds of flexible and uneven objects. MIT researchers have come up with a system that enables robots to learn how to shape elasto-plastic materials like Play-Doh. It enables this by representing the object as a cloud of particles.

A graph-based neural network is used to learn and simulate the object’s dynamics. Robots can learn how to model shapes with 10 minutes of training data.

[HT]

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