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 mini cheetah robot square


Watch two Mini Cheetah robots square off on the soccer field

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Some robotics challenges have immediately clear applications. Others are more focused on helping systems solve broader challenges. Teaching small robots to play soccer against one another fits firmly into the latter category. The authors of a new paper detailing the use of reinforcement learning to teach MIT's Mini Cheetah robot to play goalie note, Soccer goalkeeping using quadrupeds is a challenging problem, that combines highly dynamic locomotion with precise and fast non-prehensile object (ball) manipulation. The robot needs to react to and intercept a potentially flying ball using dynamic locomotion maneuvers in a very short amount of time, usually less than one second.