Physics-based Character Controllers Using Conditional VAEs
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Technical Paper
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Research & Education
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DescriptionWe present a physics-based controller learned by using conditional VAEs for physically simulated characters having many degrees of freedom. Our controller can produce various behaviors that are similar to motions in the training dataset from randomly sampled latent vectors. This ability allows many complex downstream tasks to be solved efficiently.