Presentation

Physics-based Character Controllers Using Conditional VAEs
SessionTechnical Papers
Authors
Jungdam Won Won
Deepak Gopinath
Jessica Hodgins
Event Type
Technical Paper
Interest Areas
Research & Education
Presentation Types
Virtual
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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.
Authors
Jungdam Won Won
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Deepak Gopinath
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Jessica Hodgins
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