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Solo Robot Learning Backflips from Human Demonstrations

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Robots are going to become a whole lot more agile in the future. Plenty of researchers are working on perfecting them. Learning agile skills can be challenging but imitation learning can make it more easier. A team of researchers have introduced a Wasserstein Adversarial Skill Imitation (WASABI) approach that enables robots to acquire agile behaviors from “partial and potentially physically incompatible demonstrations.”

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Learning Agile Skills via Adversarial Imitation of Rough Partial Demonstrations

As this video shows, Solo, a quadruped robot, learned backflips from human demonstrations. Chenhao Li, Marin Vlastelica, Sebastian Blaes, Jonas Frey, Felix Grimminger, and Georg Martius are behind this approach.

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