Deep Learning for Robot Locomotion
We explore ways in which deep reinforcement learning can be used to help underactuated and unintuitive robots learn locomotion tasks, ranging from gait discovery to path planning.
Research
Geometric Mechanics of Robot Locomotion
We explore ways in which ideas and techniques from geometric mechanics can be applied to underactuated and dynamic robot systems with an eye toward locomotion.