Disney Enterprises, Inc.

Michael Mistry

Jessica Kate Hodgins

Katsu Yamane

Akihiko Murai

Embodiments of the invention provide an approach for reproducing a human action with a robot. The approach includes receiving data representing motions and contact forces of the human as the human performs the action. The approach further includes approximating, based on the motions and contact forces data, the center of mass (CoM) trajectory of the human in performing the action. Finally, the approach includes generating a planned robot action for emulating the designated action by solving an inverse kinematics problem having the approximated human CoM trajectory as a hard constraint and the motion capture data as a soft constraint.

Robot action based on human demonstration

An operational space control solution is provided for rigid-body dynamical systems such as humanoid or legged robots. The solution includes an operational space controller that decomposes rigid body dynamics into task space dynamics and null space dynamics. Then, for systems that are fully actuated and have constraints, the controller provides control signals defining task space torques and null space torques for each actuator (e.g., a motor for a rotary joint between two rigid links). In some embodiments, a minimum torque vector is determined such that the controller is a minimum-torque operational space controller. For systems that are underactuated, task and null space dynamics are again considered, and underactuation is addressed by using null space forces to indirectly apply torque at passive degrees of freedom such as at active joints to create task-irrelevant motion that moves passive joints to facilitate task performance by the robot or rigid-body dynamical system.

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Pittsburgh, PA, United States of America

Michael Mistry