Presentation

Physics-based Character Controllers Using Conditional VAEs
Event Type
Technical Paper
Presentation Types
In Person
Interest Areas
Research & Education
Recordings
This session WILL NOT be recorded.
Registration Categories
Full Conference Supporter
Full Conference
Exhibitor Additional Full Conference
Exhibitor Full Conference
Keywords
Animation/Simulation
TimeTuesday, 9 August 20222:51pm - 2:59pm PDT
LocationEast Building, Ballroom A/B
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.